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	<updated>2026-05-17T00:27:23Z</updated>
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	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=AI-Empowered_Networking_and_Mobile_Communications(Summer_2026)&amp;diff=8924</id>
		<title>AI-Empowered Networking and Mobile Communications(Summer 2026)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=AI-Empowered_Networking_and_Mobile_Communications(Summer_2026)&amp;diff=8924"/>
		<updated>2026-04-10T11:07:05Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Details */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp: Advanced Topics in Computer Networks&lt;br /&gt;
B.Inf.1702.Mp: Vertiefung Computersysteme&lt;br /&gt;
&lt;br /&gt;
M.Inf.1120.Mp: Mobilkommunikation&lt;br /&gt;
&lt;br /&gt;
M.Inf.121.1: Mobilkommunikation I&lt;br /&gt;
&lt;br /&gt;
M.Inf.225.Mp: Ausgewählte Themen der Mobilkommunikation&lt;br /&gt;
&lt;br /&gt;
Note: You can choose any of them to attend this course, but only one! Please note that enrolling in the same course more than once will not grant additional credits.&lt;br /&gt;
|lecturer=[http://www.net.informatik.uni-goettingen.de/people/xiaoming_fu Prof. Xiaoming Fu] and assistants&lt;br /&gt;
|ta= Fabian Wölk&lt;br /&gt;
|time=Thursdays, 10-12am.&lt;br /&gt;
|place=IFI 2.101&lt;br /&gt;
|univz=[]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce advanced concepts of computer networking to interested students. Topics include: &lt;br /&gt;
*Information Centric Network&lt;br /&gt;
*AI meets Networking&lt;br /&gt;
*Segment Routing&lt;br /&gt;
*Intelligent Transportation Application based on V2I Networking&lt;br /&gt;
*Social Network Analysis&lt;br /&gt;
*Multimodal Sentiment Analysis&lt;br /&gt;
*Bio-inspired Networking&lt;br /&gt;
&lt;br /&gt;
For each topic, basic structures, features and applied techniques will be taught.&lt;br /&gt;
&lt;br /&gt;
If you have any questions, please contact Fabian Wölk (fabian.woelk@cs.uni-goettingen.de)&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.04.2026 (10:00-12:00am)&lt;br /&gt;
| Introduction / Information Centric Network I&lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.04.2026 (10:00-12:00am)&lt;br /&gt;
| Information Centric Network II &lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.04.2026 (10:00-12:00am)&lt;br /&gt;
| Segment Routing I&lt;br /&gt;
| Fabian&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  07.05.2026 (10:00-12:00am)&lt;br /&gt;
| Segment Routing II&lt;br /&gt;
| Fabian&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  14.05.2026 NO LECTURE &lt;br /&gt;
| (PUBLIC HOLIDAY)&lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  21.05.2026 (10:00-12:00am)&lt;br /&gt;
| Intelligent Transportation Application based on V2I Networking I&lt;br /&gt;
| Yanlong Huang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 28.05.2026 (10:00-12:00am)&lt;br /&gt;
| Intelligent Transportation Application based on V2I Networking II&lt;br /&gt;
| Yanlong Huang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 04.06.2026 (10:00-12:00am)&lt;br /&gt;
| From Words to Vision: A Journey Through Multimodal Sentiment Analysis&lt;br /&gt;
| Wenfang Wu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 11.06.2026 (10:00-12:00am)&lt;br /&gt;
| Sign language translation&lt;br /&gt;
| Wenfang Wu&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 18.06.2028 (10:00-12:00am)&lt;br /&gt;
| AI and Social Network Analysis&lt;br /&gt;
| Huilian Sophie Qiu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 25.06.2026 (10:00-12:00am)&lt;br /&gt;
| Social Network Analysis&lt;br /&gt;
| Huilian Sophie Qiu&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 02.07.2026 (10:00-12:00am)&lt;br /&gt;
| Large Language Model Chain of Thought Compression for Efficient Reasoning&lt;br /&gt;
| Hao Xu&lt;br /&gt;
|  &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 09.07.2026 (10:00-12:00am)&lt;br /&gt;
| Digital Twin Networks for LiDAR Traffic Systems&lt;br /&gt;
| Jan Lenke&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  16.07.2026 (10:00-12:00am)&lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  TBA&lt;br /&gt;
| Written Examination &lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
==References===&lt;br /&gt;
* Yang, S., N. He, F. Li, and X. Fu, Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms, Singapore: Springer, August 2022.&lt;br /&gt;
&lt;br /&gt;
* James Kurose, Keith Ross, Computer Networking: A Top-Down Approach.  8th Edition, Pearson, June 2021&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8912</id>
		<title>Social Networks and Big Data Methods (Summer 2026)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8912"/>
		<updated>2026-03-31T21:00:24Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Schedule (Tentative) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Overview==&lt;br /&gt;
&lt;br /&gt;
Room: -1.101 (PC Pool), IFI, Goldschmidtstr. 7&lt;br /&gt;
&lt;br /&gt;
Time: Wednesdays 14:00-16:00 weekly, starting 15.04.2026&lt;br /&gt;
&lt;br /&gt;
Lecturers: Huilian Sophie Qiu, Xiaoming Fu&lt;br /&gt;
&lt;br /&gt;
Module: M.Inf.1129&lt;br /&gt;
&lt;br /&gt;
ECTS: 5&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2026 (14:00-16:00)&lt;br /&gt;
| Introduction; Intro to graph theory&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2026 (14:00-16:00)&lt;br /&gt;
| Random networks; Edges vs social ties&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 28.04.2026 (14:00-16:00)&lt;br /&gt;
| Triads and structural balance; From social processes to graphs&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 05.05.2026 (14:00-16:00)&lt;br /&gt;
| Homophily and degree correlation (parts 1 &amp;amp; 2)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2026 (14:00-16:00)&lt;br /&gt;
| Power and centrality in social networks; social exchange&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2026 (14:00-16:00)&lt;br /&gt;
| Detecting communities; Structural equivalence&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 26.05.2026 (14:00-16:00)&lt;br /&gt;
| Affiliations and overlapping subgroups&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 02.06.2026 (14:00-16:00)&lt;br /&gt;
| Midterm exam&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 09.06.2026 (14:00-16:00)&lt;br /&gt;
| Network Analysis of Open Source Software; Visualization&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.06.2026 (14:00-16:00)&lt;br /&gt;
| Scale-free networks; Network inequality&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.06.2026 (14:00-16:00)&lt;br /&gt;
| Small-world networks; Social Capital (part 1)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.06.2026 (14:00-16:00)&lt;br /&gt;
| Social Capital (part 2); Diffusion and contagion&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.07.2026 (14:00-16:00)&lt;br /&gt;
| Ethical issues; Exemplary studies&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.07.2026 (14:00-16:00)&lt;br /&gt;
| Guest lecture&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.07.2026 (14:00-16:00)&lt;br /&gt;
| Final Project Presentations&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | TBA&lt;br /&gt;
| Written Report&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8910</id>
		<title>Social Networks and Big Data Methods (Summer 2026)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8910"/>
		<updated>2026-03-31T20:57:11Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Overview==&lt;br /&gt;
&lt;br /&gt;
Room: -1.101 (PC Pool), IFI, Goldschmidtstr. 7&lt;br /&gt;
&lt;br /&gt;
Time: Wednesdays 14:00-16:00 weekly, starting 15.04.2026&lt;br /&gt;
&lt;br /&gt;
Lecturers: Huilian Sophie Qiu, Xiaoming Fu&lt;br /&gt;
&lt;br /&gt;
Module: M.Inf.1129&lt;br /&gt;
&lt;br /&gt;
ECTS: 5&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2026 (14:00-16:00)&lt;br /&gt;
| Introduction; Intro to graph theory&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2026 (14:00-16:00)&lt;br /&gt;
| Random networks; Edges vs social ties&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 28.04.2026 (14:00-16:00)&lt;br /&gt;
| Triads and structural balance; From social processes to graphs&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 05.05.2026 (14:00-16:00)&lt;br /&gt;
| Homophily and degree correlation (parts 1 &amp;amp; 2)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2026 (14:00-16:00)&lt;br /&gt;
| Power and centrality in social networks; social exchange&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2026 (14:00-16:00)&lt;br /&gt;
| Detecting communities; Structural equivalence&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 26.05.2026 (14:00-16:00)&lt;br /&gt;
| Affiliations and overlapping subgroups&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 02.06.2026 (14:00-16:00)&lt;br /&gt;
| Midterm exam&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 09.06.2026 (14:00-16:00)&lt;br /&gt;
| Network Analysis of Open Source Software; Visualization&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.06.2026 (14:00-16:00)&lt;br /&gt;
| Scale-free networks; Network inequality&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.06.2026 (14:00-16:00)&lt;br /&gt;
| Small-world networks; Social Capital (part 1)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.06.2026 (14:00-16:00)&lt;br /&gt;
| Social Capital (part 2); Diffusion and contagion&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.07.2026 (14:00-16:00)&lt;br /&gt;
| Ethical issues; Exemplary studies&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.07.2026 (14:00-16:00)&lt;br /&gt;
| Guest lecture&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.07.2026 (14:00-16:00)&lt;br /&gt;
| Final Project Presentations&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | TBA&lt;br /&gt;
| Written Examination&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8908</id>
		<title>Social Networks and Big Data Methods (Summer 2026)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8908"/>
		<updated>2026-03-31T20:55:39Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Overview==&lt;br /&gt;
&lt;br /&gt;
Room: -1.101 (PC Pool), IFI, Goldschmidtstr. 7&lt;br /&gt;
&lt;br /&gt;
Time: 14:00-16:00 weekly, starting 15.04.2026&lt;br /&gt;
&lt;br /&gt;
Lecturers: Huilian Sophie Qiu, Xiaoming Fu&lt;br /&gt;
&lt;br /&gt;
Module: M.Inf.1129&lt;br /&gt;
&lt;br /&gt;
ECTS: 5&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2026 (14:00-16:00)&lt;br /&gt;
| Introduction; Intro to graph theory&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2026 (14:00-16:00)&lt;br /&gt;
| Random networks; Edges vs social ties&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 28.04.2026 (14:00-16:00)&lt;br /&gt;
| Triads and structural balance; From social processes to graphs&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 05.05.2026 (14:00-16:00)&lt;br /&gt;
| Homophily and degree correlation (parts 1 &amp;amp; 2)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2026 (14:00-16:00)&lt;br /&gt;
| Power and centrality in social networks; social exchange&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2026 (14:00-16:00)&lt;br /&gt;
| Detecting communities; Structural equivalence&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 26.05.2026 (14:00-16:00)&lt;br /&gt;
| Affiliations and overlapping subgroups&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 02.06.2026 (14:00-16:00)&lt;br /&gt;
| Midterm exam&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 09.06.2026 (14:00-16:00)&lt;br /&gt;
| Network Analysis of Open Source Software; Visualization&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.06.2026 (14:00-16:00)&lt;br /&gt;
| Scale-free networks; Network inequality&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.06.2026 (14:00-16:00)&lt;br /&gt;
| Small-world networks; Social Capital (part 1)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.06.2026 (14:00-16:00)&lt;br /&gt;
| Social Capital (part 2); Diffusion and contagion&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.07.2026 (14:00-16:00)&lt;br /&gt;
| Ethical issues; Exemplary studies&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.07.2026 (14:00-16:00)&lt;br /&gt;
| Guest lecture&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.07.2026 (14:00-16:00)&lt;br /&gt;
| Final Project Presentations&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | TBA&lt;br /&gt;
| Written Examination&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8906</id>
		<title>Social Networks and Big Data Methods (Summer 2026)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Social_Networks_and_Big_Data_Methods_(Summer_2026)&amp;diff=8906"/>
		<updated>2026-03-31T20:47:38Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==Overview==&lt;br /&gt;
&lt;br /&gt;
Lecturers: Huilian Sophie Qiu, Xiaoming Fu&lt;br /&gt;
&lt;br /&gt;
Module: M.Inf.1129&lt;br /&gt;
&lt;br /&gt;
ECTS: 5&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2026 (14:00-16:00)&lt;br /&gt;
| Introduction; Intro to graph theory&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2026 (14:00-16:00)&lt;br /&gt;
| Random networks; Edges vs social ties&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 28.04.2026 (14:00-16:00)&lt;br /&gt;
| Triads and structural balance; From social processes to graphs&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 05.05.2026 (14:00-16:00)&lt;br /&gt;
| Homophily and degree correlation (parts 1 &amp;amp; 2)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2026 (14:00-16:00)&lt;br /&gt;
| Power and centrality in social networks; social exchange&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2026 (14:00-16:00)&lt;br /&gt;
| Detecting communities; Structural equivalence&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 26.05.2026 (14:00-16:00)&lt;br /&gt;
| Affiliations and overlapping subgroups&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 02.06.2026 (14:00-16:00)&lt;br /&gt;
| Midterm exam&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 09.06.2026 (14:00-16:00)&lt;br /&gt;
| Network Analysis of Open Source Software; Visualization&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.06.2026 (14:00-16:00)&lt;br /&gt;
| Scale-free networks; Network inequality&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.06.2026 (14:00-16:00)&lt;br /&gt;
| Small-world networks; Social Capital (part 1)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.06.2026 (14:00-16:00)&lt;br /&gt;
| Social Capital (part 2); Diffusion and contagion&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.07.2026 (14:00-16:00)&lt;br /&gt;
| Ethical issues; Exemplary studies&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.07.2026 (14:00-16:00)&lt;br /&gt;
| Guest lecture&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.07.2026 (14:00-16:00)&lt;br /&gt;
| Final Project Presentations&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | TBA&lt;br /&gt;
| Written Examination&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2023)&amp;diff=7943</id>
		<title>Advanced Computer Networks (Summer 2023)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2023)&amp;diff=7943"/>
		<updated>2023-01-08T14:18:09Z</updated>

		<summary type="html">&lt;p&gt;Xfu: Created page with &amp;quot; == Details == {{CourseDetails |credits=5ECTS |module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS) |lecturer=[http://www.net.informatik.uni-goettingen...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer=[http://www.net.informatik.uni-goettingen.de/people/xiaoming_fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= Fabian Wölk&lt;br /&gt;
|time=Thursdays, 10-12am.&lt;br /&gt;
|place=IFI 2.101&lt;br /&gt;
|univz=[]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce advanced concepts of computer networking to interested students. Topics include, but are not limited to: &lt;br /&gt;
*Software-defined Networking&lt;br /&gt;
*Segment Routing&lt;br /&gt;
*Video Analysis in Edge Networks&lt;br /&gt;
*Information Centric Network&lt;br /&gt;
*Big Data and Social Network&lt;br /&gt;
&lt;br /&gt;
For each topic, basic structures, features and applied techniques will be taught.&lt;br /&gt;
&lt;br /&gt;
If you have any questions, please contact Fabian Wölk (fabian.woelk@cs.uni-goettingen.de)&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 13.04.2023 (10:00-12:00am)&lt;br /&gt;
| Introduction &lt;br /&gt;
| Prof. X. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 20.04.2023&lt;br /&gt;
| Video Analysis in Edge Networks I&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  27.04.2023 (10:00-12:00am)&lt;br /&gt;
| Girls day, no lecture&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  04.05.2023 (10:00-12:00am)&lt;br /&gt;
| Video Analysis in Edge Networks II&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  11.05.2023 (10:00-11:00am)&lt;br /&gt;
| Video Analysis in Edge Networks (Exercise)&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 18.05.2023 (10:00-12:00am)&lt;br /&gt;
| Information Centric Network I&lt;br /&gt;
| Prof. X. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 25.05.2022&lt;br /&gt;
| NO LECTURE (PUBLIC HOLIDAY)&lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 01.06.2023 (10:00-12:00am)&lt;br /&gt;
| Information Centric Network II&lt;br /&gt;
| Prof. X. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 08.06.2023 (10:00-11:00am)&lt;br /&gt;
| Information Centric Network (Exercise)&lt;br /&gt;
| Prof. X. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 15.06.2023 (10:00-12:00am)&lt;br /&gt;
| Software-defined Networking I&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 22.06.2023 (10:00-12:00am)&lt;br /&gt;
| Software-defined Networking II&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
|  &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 29.06.2023 (10:00-11:00am)&lt;br /&gt;
| Software-defined Networking (Exercise)&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  06.07.2022 (10:00-12:00am)&lt;br /&gt;
| Big Data and Social Networks I &lt;br /&gt;
| Zhengze Li&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  13.07.2022 (10:00-12:00am)&lt;br /&gt;
| Big Data and Social Networks II&lt;br /&gt;
| Zhengze Li&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  30.07.2023 (10:00-12:00am)&lt;br /&gt;
| Written Examination&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
==References===&lt;br /&gt;
* Yang, S., N. He, F. Li, and X. Fu, Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms, Singapore: Springer, August 2022.&lt;br /&gt;
&lt;br /&gt;
* James Kurose, Keith Ross, Computer Networking: A Top-Down Approach.  8th Edition, Pearson, June 2021&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Teaching&amp;diff=7941</id>
		<title>Teaching</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Teaching&amp;diff=7941"/>
		<updated>2023-01-08T14:03:19Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Summer Semester 2023 ==&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2023) | Advanced Computer Networks(Summer 2023)]] (MSc) (Fabian)&lt;br /&gt;
&lt;br /&gt;
* [[Computer Networks (Summer 2023)  | Computer Networks (Exam only!) (Summer 2023)]] (BSc) (Fabian)&lt;br /&gt;
&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2023) | Seminar on Internet Technologies(Summer 2022)]](MSc, BSc) (Tingting)&lt;br /&gt;
&lt;br /&gt;
* [[Data Science in Smart City (Summer 2023) ]](MSc) (Zhengze, Yanlong)&lt;br /&gt;
&lt;br /&gt;
* [[Advanced Topics in AI for Networking (Summer 2023) | Advanced Topics in AI for Networking (Summer 2023)]] (MSc, BSc) &lt;br /&gt;
&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2023) | Practical Course Networking Lab (Summer 2023) ]] (BSc) &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Winter Semester 2022/23 ==&lt;br /&gt;
* [[Computer Networks (Winter 2022/2023)|Computer Networks (Winter 2022/2023)]] (BSc) (Fabian, Yanlong)&lt;br /&gt;
&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2022/2023) | Seminar on Internet Technologies (Winter 2022/2023)]](MSc, BSc) (Wanghong)&lt;br /&gt;
&lt;br /&gt;
* [[Data Science in Smart City (Winter 2022/2023) ]](MSc) (Zhengze, Bowen)&lt;br /&gt;
&lt;br /&gt;
* [[Advanced Topics in AI for Networking (Winter 2022/2023) | Advanced Topics in AI for Networking (Winter 2022/2023)]] (MSc, BSc) (Tingting)&lt;br /&gt;
&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2022/2023) | Practical Course Networking Lab (Winter 2022/2023) ]] (BSc) (Wanghong)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2022 ==&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2022) | Advanced Computer Networks(Summer 2022)]] (MSc) (Fabian)&lt;br /&gt;
&lt;br /&gt;
* [[Computer Networks (Summer 2022)  | Computer Networks (Exam only!) (Summer 2022)]] (BSc) (Fabian)&lt;br /&gt;
&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2022) | Seminar on Internet Technologies(Summer 2022)]](MSc, BSc) (Tingting)&lt;br /&gt;
&lt;br /&gt;
* [[Data Science in Smart City (Summer 2022) ]](MSc) (Zhengze, Weijun)&lt;br /&gt;
&lt;br /&gt;
* [[Advanced Topics in AI for Networking (Summer 2022) | Advanced Topics in AI for Networking (Summer 2022)]] (MSc, BSc) (Tingting)&lt;br /&gt;
&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2022) | Practical Course Networking Lab(Summer 2022) ]] (BSc) (Yunxiao)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Winter Semester 2021/2022 ==&lt;br /&gt;
* [[Computer Networks (Winter 2021/2022)|Computer Networks]] (BSc) (Fabian)&lt;br /&gt;
&lt;br /&gt;
* [[Seminar on Internet Technologies(Winter 2021/2022) |Seminar on Internet Technologies(Winter 2021/2022)]] (MSc, BSc) (Zhengze)&lt;br /&gt;
&lt;br /&gt;
* [[Advanced Practical Course Data Science (Winter 2021/2022)|Data Science in Smart City(Winter 2021/2022) ]](MSc) (Weijun)&lt;br /&gt;
&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Winter 2021/2022)|Advanced topics in mobile and social computing (AToMSC) (Winter 2021/2022)]] (Tingting)&lt;br /&gt;
&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2021/2022) | Practical Course Networking Lab ]] (BSc) (Yunxiao)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2021 ==&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2021) | Advanced Computer Networks]] (MSc) (Bangbang)&lt;br /&gt;
&lt;br /&gt;
* [[Computer Networks (Summer 2021)  | Computer Networks (Exam only!) (Summer 2021)]] (BSc) (Fabian)&lt;br /&gt;
&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2021) | Seminar on Internet Technologies]](MSc, BSc) (Jiaquan)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Summer 2021) ]](MSc) (Fabian, Jiaquan)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Summer 2021) | Advanced topics in mobile and social computing (AToMSC) (Summer 2021)]] (MSc, BSc) (Tingting)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2021) | Practical Course Networking Lab ]] (BSc) (Cong, Bangbang)&lt;br /&gt;
* [[Smart city (Summer 2021)]] (MSc, BSc) (Weijun, Fabian)&lt;br /&gt;
&lt;br /&gt;
== Winter Semester 2020/2021 ==&lt;br /&gt;
* [[Computer Networks (Winter 2020/2021) | Computer Networks]] (BSc) (Fabian,Yachao)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2020_2021) Seminar on Internet Technologies(Winter 2020/2021)] (MSc, BSc) (Tingting, Shichang, Sripriya)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Winter 2020/2021) ]](MSc) (Jiaquan)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Winter 2020/2021) | Advanced topics in mobile and social computing (AToMSC) (Winter 2020/2021)]] (MSc, BSc) (Sripriya)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2020/2021) | Practical Course Networking Lab ]] (BSc) (Cong, Bangbang)&lt;br /&gt;
* [[Smart city]] (MSc, BSc) (Fabian, Weijun,Tingting)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2020 ==&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2020) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Summer 2020) | Advanced topics in mobile and social computing (AToMSC) (Summer 2020)]] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Summer 2020) ]](MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2020) ]](MSc, BSc)&lt;br /&gt;
* [[Computer Networks (Summer 2020)  | Computer Networks (Exam only!) (Summer 2020)]] (BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2020) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Winter Semester 2019/2020 ==&lt;br /&gt;
* [[Computer Networks (Winter 2019/2020) | Computer Networks]] (BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2019_2020) Seminar on Internet Technologies(Winter 2019/2020)] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Winter 2019/2020) ]](MSc)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020) | Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020)]] (MSc, BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2019/2020) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ Advanced Blockchain] (MSc, BSc)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2019 ==&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Topics_in_Computer_Networks_(ATCN)_2019 Seminar ATCN] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Summer_2019) Seminar on Internet Technologies(Summer 2019)] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Computer_Networks_(Summer_2019)#Schedule_.28Tentative.29 Advanced Computer Networks (Summer 2019)] (MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2019) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2019) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ss/ Introduction to Blockchain Technology] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Summer 2019) ]](MSc)&lt;br /&gt;
&lt;br /&gt;
== winter Semester 2018/2019 ==&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ws2018/ Introduction to Blockchain Technology (Examination Only)] (MSc, BSc) &lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ws2018-advanced/ Advanced Blockchain] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Topics_in_Mobile_Communications_(AToMIC)_2018 Seminar ATCN/AToMIC] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2018) Seminar on Internet Technologies(Winter 2018/2019)] (MSc, BSc)&lt;br /&gt;
* [[Computer Networks (Winter 2018/2019) | Computer Networks]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2018 ==&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ss/ Introduction to Blockchain Technology] (MSc, BSc) &lt;br /&gt;
* [[Practical Course Data Science (Summer 2018) ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2018) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2018) | Advanced Computer Networks ]] (MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2018) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2018) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2017/2018 ==&lt;br /&gt;
Note: We will update the respective pages soon.&lt;br /&gt;
* [[Computer Networks (Winter 2017/2018) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science for Computer Networks (Winter 2017/2018) | Practical Course: Data Science]] (MSc) (PhD/BSc welcome)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2017/2018) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Software-defined Networking (Winter 2017/2018) | Block Course: Software-defined Networking]] (MSc) (&#039;&#039;Course period: 9 October 2017 (Mon) - 13 Oct 2017 (Fri)&#039;&#039;) (NOTE: The course structure will be different to past years)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2017/2018) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2017 ==&lt;br /&gt;
* [[Advanced Practical Course Data Science for Computer Networks (Summer 2017) | Advanced Practical Course: Data Science for Computer Networks ]] (MSc) (BSc welcome)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2017) | Seminar on Internet Technologies (Summer 2017) ]] (MSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2017) | Advanced Computer Networks ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2017) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Computer Networks (Summer 2017) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2016/2017 ==&lt;br /&gt;
Note: We will update the respective pages soon. &lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2016/2017) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Computer Networks (Winter 2016/2017) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Practical Course on Data Science for Computer Networks (Winter 2016/2017) | Practical Course on Data Science for Computer Networks]] (MSc)&lt;br /&gt;
* [[Software-defined Networking (Winder 2016/2017) | Block Course: Software-defined Networking]] (MSc) (&#039;&#039;Course period: 22 Feb 2017 (wed) - 2 Mar 2017 (Thu)&#039;&#039;)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2016/2017) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2016 ==&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2016) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2016) | Practical Course Advanced Networking: Data Science Edition]] (MSc)&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (AToMIC): Social Network in Mobile Big Data (Summer 2016)]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2016) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2016) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2016) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2015/2016 ==&lt;br /&gt;
&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2015/2016) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2015/2016) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2015/2016) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2015/2016) | Computer Networks]] (BSc)&lt;br /&gt;
Block courses:&lt;br /&gt;
* [[Introduction to Software-defined Networking (Winter 2015/2016) | Introduction to Software-defined Networking]] (MSc) (14-18 March 2016) &lt;br /&gt;
* [[Specialization Software-defined Networking (Winter 2015/2016) | Specialization Software-defined Networking]] (MSc) (21-25 March 2016)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2015 ==&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2015) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2015) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2015) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2015) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2015) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
* [[Machine Learning and Pervasive Computing (Summer 2015) | Machine Learning and Pervasive Computing]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2014/2015 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2014/2015) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2014/2015) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2014/2015) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2014/2015) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2014/2015) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Machine Learning and Pervasive Computing (Winter 2014/2015) | Machine Learning and Pervasive Computing]] (MSc)&lt;br /&gt;
* [[Introduction to Software-defined Networking (Winter 2014/2015) | Introduction to Software-defined Networking]] (MSc)&lt;br /&gt;
* [[Specialization Software-defined Networking (Winter 2014/2015) | Specialization Software-defined Networking]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2014 ==&lt;br /&gt;
* [[Advanced Topics in Social Network and Big Data Methods(Summer 2014) | Advanced Topics in Social Network and Big Data Methods ]] (MSc)&lt;br /&gt;
* [[Advances in Mobile Applications and Mobile Cloud Computing(Summer 2014) | Advances in Mobile Applications and Mobile Cloud Computing ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2014) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2014) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2014) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2014) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2014) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2013/14 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2013/2014) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2013/2014) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2013/2014) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2013/2014) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2013/2014) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Selected topics in Pervasive Computing (Winter 2013/2014) | Selected Topics in Pervasive Computing]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2013 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2013) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2013) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2013) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2013) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2013) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2013) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2012/13 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2012/2013) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2012/2013) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2012/2013) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2012/2013) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2012/2013) | Computer Networks]] (BSc)&lt;br /&gt;
* [http://www.swe.informatik.uni-goettingen.de/lectures/social-networks-seminar-ws2012 Social Networks Seminar] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2012 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2012) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2012) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2012) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2012) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2012) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2012) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2011/2012 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2011/2012) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2011/2012) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2011/2012) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2011/2012) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2011/2012) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Social Networks Colloquium (Winter 2011/2012) | Social Networks Colloquium]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2011 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2011) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2011) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2011) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2011) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2011) | Computer Networks]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2010/2011 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2010/2011) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2010/2011) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2010/2011) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2010/2011) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2010/2011) | Computer Networks (previously Telematik)]] (BSc)&lt;br /&gt;
* [[Seminar on Mathematical Models in Computer Networks (Winter 2010/2011) | Seminar on Mathematical Models]] (MSc/PhD)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2010 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2010) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2010) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2010) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Telematics (Summer 2010) | Telematik/Telematics (Exam only)]] (BSc)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;noinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2009/2010 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2009/2010) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2009/2010) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2009/2010) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Telematik (Winter 2009/2010) | Telematik]] (BSc)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;noinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2009 ==&lt;br /&gt;
* [http://www.net.informatik.uni-goettingen.de/teaching/1595 Advanced Topics in Mobile Communications (AToMIC)]&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2009) | Practical Course Networking Lab]]&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2009) | Seminar on Internet Technologies]]&lt;br /&gt;
* [http://www.net.informatik.uni-goettingen.de/teaching/1599 Telematik Exam]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Courses before Summer 2009==&lt;br /&gt;
* For a list of older courses please go [http://www.net.informatik.uni-goettingen.de/teaching here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Practical_Course_Networking_Lab_(Winter_2012/2013)&amp;diff=7485</id>
		<title>Practical Course Networking Lab (Winter 2012/2013)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Practical_Course_Networking_Lab_(Winter_2012/2013)&amp;diff=7485"/>
		<updated>2022-01-13T15:32:01Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Lab Slots */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;[[File:teaching_lab1.png|200px|thumb|right|NET Teaching Lab where this course takes place.]]&lt;br /&gt;
This course offers students a hands-on approach to computer networking. The students are given practical tasks from the area of computer networks which they have to solve in a small team. The course aims to familiarize the students with practical issues of computer network setup, configuration, operation and maintenance.&lt;br /&gt;
&lt;br /&gt;
== Details ==&lt;br /&gt;
{{Announcement|&#039;&#039;&#039;Please check the following available time slots. Feel free to contact us if you want to do this course!&#039;&#039;&#039;}}&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=180h, 6 ECTS&lt;br /&gt;
|module=B.Inf.802/803/804: Fachpraktikum I/II/III&lt;br /&gt;
|lecturer=[http://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfoPerson&amp;amp;publishSubDir=personal&amp;amp;keep=y&amp;amp;personal.pid=8790 Prof. Dr. Xiaoming Fu]&lt;br /&gt;
|ta = [http://www.net.informatik.uni-goettingen.de/people/konglin_zhu Konglin Zhu]&lt;br /&gt;
|time= Friday, 26 October 2012, 14.15-15.45 (organizational meeting) &lt;br /&gt;
|place=IfI 3.101&lt;br /&gt;
|univz=[http://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;publishid=88215&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfo&amp;amp;publishSubDir=veranstaltung]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
This course requires fair overall knowledge of networking protocols. The exercises will be done using the Linux operating system and Cisco routers.&lt;br /&gt;
&lt;br /&gt;
It is &#039;&#039;recommended&#039;&#039; to have attended the following courses prior to taking this one:&lt;br /&gt;
*Telematik&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Organization and Examination==&lt;br /&gt;
=== Informational meeting ===&lt;br /&gt;
At the beginning of a semester there will be an organizational meeting. Please see the schedule of the corresponding semester for the exact date. At the organizational meeting we will give an introduction to the lab course including a tour of the actual lab and form the lab teams.&lt;br /&gt;
&lt;br /&gt;
===Lab teams===&lt;br /&gt;
The students will conduct the practical course in small teams. A team normally consist of 2 students. Teams will be formed at the informational meeting at the beginning of the course.&lt;br /&gt;
&lt;br /&gt;
===Weekly exercises and written reports===&lt;br /&gt;
The course consists of weekly exercises related to computer networks. Each team is expected to complete those exercises and compile a short written report every week.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Passing requirements==&lt;br /&gt;
* Complete all the labs and submit the lab report on time&lt;br /&gt;
* Participate in a final personal-meeting/feedback-round with Professor. TBA&lt;br /&gt;
&lt;br /&gt;
==Lab Slots==&lt;br /&gt;
The Lab will be available exclusively to each team within allocated time slots. Please reserve a time slot for your team with the responsible Teaching Assistant.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;During the semester:&#039;&#039;&#039;&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; {{Prettytable}}&lt;br /&gt;
| colspan=&amp;quot;6&amp;quot; align=&amp;quot;center&amp;quot; | &#039;&#039;Winter Semester 2012/2013&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Monday (Narisu Tao)&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Tuesday (Konglin Zhu)&#039;&#039;&#039;	&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Wednesday (Jiachen Chen)&#039;&#039;&#039;	&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Thursday (Yuan Zhang)&#039;&#039;&#039;	&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Friday (Lei Jiao)&#039;&#039;&#039;	&lt;br /&gt;
|-&lt;br /&gt;
| {{BgGreen}} | Available&lt;br /&gt;
| {{BgRed}} | Stefan Hahnke, Gufny Lara Gufmundsdoltir&lt;br /&gt;
| {{BgGreen}} | Available&lt;br /&gt;
| {{BgGreen}} | Available&lt;br /&gt;
| {{BgRed}} | N. N. Hong Huang &lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;During the semester break (Blockkurs):&#039;&#039;&#039;&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; {{Prettytable}}&lt;br /&gt;
| colspan=&amp;quot;6&amp;quot; align=&amp;quot;center&amp;quot; | &#039;&#039;Blocks in Winter Holidays&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Feb. 11th - Feb. 22nd&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Feb. 25th - March. 8th&#039;&#039;&#039;	&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;March 11th - March 22nd&#039;&#039;&#039;	&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;March 25th - April 5th&#039;&#039;&#039;	&lt;br /&gt;
|-&lt;br /&gt;
| {{BgGreen}} | Available&lt;br /&gt;
| {{BgRed}} | Felix &amp;amp; Behnke, Bettina&lt;br /&gt;
| {{BgRed}} | Maxi Weß &amp;amp; Benjamin Plock (Narisu Tao)&lt;br /&gt;
| {{BgRed}} | Chris  Leimeister &amp;amp; Claudia Malzer (Narisu Tao)&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Course Materials ==&lt;br /&gt;
&lt;br /&gt;
The course is based on the book &amp;quot;Mastering Networks - An Internet Lab Manual&amp;quot; by Jörg Liebeherr and Magda El Zarki. [http://www.tcpip-lab.net/ http://www.tcpip-lab.net/]&lt;br /&gt;
&lt;br /&gt;
You find all the relevant course material in the [https://wiki.net.informatik.uni-goettingen.de/lab/Main_Page &#039;&#039;&#039;Networking Lab Wiki&#039;&#039;&#039;].&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2021)&amp;diff=7192</id>
		<title>Advanced Computer Networks (Summer 2021)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2021)&amp;diff=7192"/>
		<updated>2021-04-15T07:52:52Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Schedule (Tentative) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
&lt;br /&gt;
== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer=[http://www.net.informatik.uni-goettingen.de/people/xiaoming_fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= Bangbang Ren&lt;br /&gt;
|time=Thursdays, 10-12am.&lt;br /&gt;
|place=tba&lt;br /&gt;
|univz=tba&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce advanced concepts of computer networking to interested students. Topics include, but are not limited to: &lt;br /&gt;
*Software-defined Networking&lt;br /&gt;
*Segment Routing&lt;br /&gt;
*Video Analysis in Edge Network&lt;br /&gt;
*Information Centric Network&lt;br /&gt;
*Big Data and Social Network&lt;br /&gt;
&lt;br /&gt;
For each topic, basic structures, features and applied techniques will be taught.&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 15.04.2021&lt;br /&gt;
| Introduction &lt;br /&gt;
| Prof. X. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 22.04.2021&lt;br /&gt;
| NO LECTURE (Girls Day) &lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 29.04.2021&lt;br /&gt;
| Information Centric Network I&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 06.05.2021&lt;br /&gt;
| Information Centric Network II&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 11.05.2021&lt;br /&gt;
| Information Centric Network (Exercise)&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
| |&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 13.05.2021&lt;br /&gt;
| NO LECTURE (PUBLIC HOLIDAY)&lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 20.05.2021&lt;br /&gt;
| Software-defined Networking I&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 27.05.2021&lt;br /&gt;
| Software-defined Networking II&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 01.06.2021&lt;br /&gt;
| Software-defined Networking (Exercise)&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 03.06.2021&lt;br /&gt;
| Segment Routing I&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  10.06.2021&lt;br /&gt;
| Segment Routing II&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  15.06.2021&lt;br /&gt;
| Segment Routing (Exercise)&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  17.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks I&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  24.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks II&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  29.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks (Exercise)&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  01.07.2021&lt;br /&gt;
| Big Data and Social Networks I &lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  08.07.2021&lt;br /&gt;
| Big Data and Social Networks II&lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  13.07.2021&lt;br /&gt;
| Big Data and Social Networks (Exercise) &lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  22.07.2021&lt;br /&gt;
| Written Examination &lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2021)&amp;diff=7191</id>
		<title>Advanced Computer Networks (Summer 2021)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2021)&amp;diff=7191"/>
		<updated>2021-04-15T07:52:26Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Schedule (Tentative) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
&lt;br /&gt;
== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer=[http://www.net.informatik.uni-goettingen.de/people/xiaoming_fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= Bangbang Ren&lt;br /&gt;
|time=Thursdays, 10-12am.&lt;br /&gt;
|place=tba&lt;br /&gt;
|univz=tba&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce advanced concepts of computer networking to interested students. Topics include, but are not limited to: &lt;br /&gt;
*Software-defined Networking&lt;br /&gt;
*Segment Routing&lt;br /&gt;
*Video Analysis in Edge Network&lt;br /&gt;
*Information Centric Network&lt;br /&gt;
*Big Data and Social Network&lt;br /&gt;
&lt;br /&gt;
For each topic, basic structures, features and applied techniques will be taught.&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 15.04.2021&lt;br /&gt;
| Introduction &lt;br /&gt;
| Prof. X. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 22.04.2021&lt;br /&gt;
| NO LECTURE (Girls Day) &lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 29.04.2021&lt;br /&gt;
| Information Centric Network I&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 06.05.2021&lt;br /&gt;
| Information Centric Network II&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 11.05.2021&lt;br /&gt;
| Information Centric Network (Exercise)&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 13.05.2021&lt;br /&gt;
| NO LECTURE (PUBLIC HOLIDAY)&lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 20.05.2021&lt;br /&gt;
| Software-defined Networking I&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 27.05.2021&lt;br /&gt;
| Software-defined Networking II&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 01.06.2021&lt;br /&gt;
| Software-defined Networking (Exercise)&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 03.06.2021&lt;br /&gt;
| Segment Routing I&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  10.06.2021&lt;br /&gt;
| Segment Routing II&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  15.06.2021&lt;br /&gt;
| Segment Routing (Exercise)&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  17.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks I&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  24.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks II&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  29.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks (Exercise)&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  01.07.2021&lt;br /&gt;
| Big Data and Social Networks I &lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  08.07.2021&lt;br /&gt;
| Big Data and Social Networks II&lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  13.07.2021&lt;br /&gt;
| Big Data and Social Networks (Exercise) &lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  22.07.2021&lt;br /&gt;
| Written Examination &lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2021)&amp;diff=7190</id>
		<title>Advanced Computer Networks (Summer 2021)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2021)&amp;diff=7190"/>
		<updated>2021-04-15T07:51:41Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Schedule (Tentative) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
&lt;br /&gt;
== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer=[http://www.net.informatik.uni-goettingen.de/people/xiaoming_fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= Bangbang Ren&lt;br /&gt;
|time=Thursdays, 10-12am.&lt;br /&gt;
|place=tba&lt;br /&gt;
|univz=tba&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce advanced concepts of computer networking to interested students. Topics include, but are not limited to: &lt;br /&gt;
*Software-defined Networking&lt;br /&gt;
*Segment Routing&lt;br /&gt;
*Video Analysis in Edge Network&lt;br /&gt;
*Information Centric Network&lt;br /&gt;
*Big Data and Social Network&lt;br /&gt;
&lt;br /&gt;
For each topic, basic structures, features and applied techniques will be taught.&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 15.04.2021&lt;br /&gt;
| Introduction &lt;br /&gt;
| Prof. X. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 22.04.2021&lt;br /&gt;
| NO LECTURE (Girls Day) &lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 29.04.2021&lt;br /&gt;
| Information Centric Network I&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 06.05.2021&lt;br /&gt;
| Information Centric Network II&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 11.05.2021&lt;br /&gt;
| Information Centric Network (Exercise)&lt;br /&gt;
| Dr. Sripriya Adhatarao&lt;br /&gt;
| &lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 13.05.2021&lt;br /&gt;
| NO LECTURE (PUBLIC HOLIDAY)&lt;br /&gt;
| &lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 20.05.2021&lt;br /&gt;
| Software-defined Networking I&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 27.05.2021&lt;br /&gt;
| Software-defined Networking II&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 01.06.2021&lt;br /&gt;
| Software-defined Networking (Exercise)&lt;br /&gt;
| Dr. Tingting Yuan&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 03.06.2021&lt;br /&gt;
| Segment Routing I&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  10.06.2021&lt;br /&gt;
| Segment Routing II&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  15.06.2021&lt;br /&gt;
| Segment Routing (Exercise)&lt;br /&gt;
| Bangbang Ren&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  17.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks I&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  24.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks II&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  29.06.2021&lt;br /&gt;
| Video Analysis in Edge Networks (Exercise)&lt;br /&gt;
| Weijun Wang&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  01.07.2021&lt;br /&gt;
| Big Data and Social Networks I &lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  08.07.2021&lt;br /&gt;
| Big Data and Social Networks II&lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  13.07.2021&lt;br /&gt;
| Big Data and Social Networks (Exercise) &lt;br /&gt;
| Prof. Fu&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |  22.07.2021&lt;br /&gt;
| Written Examination &lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6956</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6956"/>
		<updated>2021-02-01T12:29:59Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Machine Learning for Security and Privacy in Networks */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, a list of [https://wiki.net.informatik.uni-goettingen.de/w/images/a/a3/Social_Computing_publications.pdf social computing related] or networking-related publications, and the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
=== Road anomaly and driver behavior detection ===&lt;br /&gt;
&lt;br /&gt;
New! Road situations such as road traffic, roadworks and damages are critical for both human and autonomous driving. For driving (or assisted) with humans, its important to detect how the driver behaves facing dynamic road situations. This project attempts to detect anomalous road situations and driver behaviors with multi-source data mining, fusion and machine learning techniques. We expect you have some data analytics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Multimedia Resource Allocation for QoE Improvement by Deep Learning===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Deep learning has been widely used in various real-time applications and systems. Dynamic resource allocation for multimedia (e.g. Video) to improve QoE is an interesting topic.  We need two students for this topic.  We expect you have a background in deep learning and computer network, as well as programming skills like Python and Go.&lt;br /&gt;
&lt;br /&gt;
(1) one to realize and improve the system for video transmission and network configuration according to resource allocation policy; &lt;br /&gt;
* You will use QUIC [https://github.com/lucas-clemente/quic-go] protocol (Go language) to implement network allocation and place the server part on AWS/other clouds.&lt;br /&gt;
&lt;br /&gt;
(2) another one to implement the deep learning algorithm to design the controller for dynamic resource allocations to improve QoE.&lt;br /&gt;
&lt;br /&gt;
Please contact  Dr.Tingting Yuan [tingting.yuan@cs.uni-goettingen.de ] and Weijun Wang [weijun.wang@informatik.uni-goettingen.de](B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
1) QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
2) Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] ====&lt;br /&gt;
 &lt;br /&gt;
3) Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
4) &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Tingting Yuan. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
|&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (completed)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6941</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6941"/>
		<updated>2021-01-28T16:53:36Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, a list of [https://wiki.net.informatik.uni-goettingen.de/w/images/a/a3/Social_Computing_publications.pdf social computing related] or networking-related publications, and the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
=== Road anomaly and driver behavior detection ===&lt;br /&gt;
&lt;br /&gt;
New! Road situations such as road traffic, roadworks and damages are critical for both human and autonomous driving. For driving (or assisted) with humans, its important to detect how the driver behaves facing dynamic road situations. This project attempts to detect anomalous road situations and driver behaviors with multi-source data mining, fusion and machine learning techniques. We expect you have some data analytics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
1) QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
2) Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] ====&lt;br /&gt;
 &lt;br /&gt;
3) Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
4) &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
|&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (completed)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=File:Social_Computing_publications.pdf&amp;diff=6933</id>
		<title>File:Social Computing publications.pdf</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=File:Social_Computing_publications.pdf&amp;diff=6933"/>
		<updated>2021-01-21T20:25:36Z</updated>

		<summary type="html">&lt;p&gt;Xfu: uploaded a new version of &amp;amp;quot;File:Social Computing publications.pdf&amp;amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6932</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6932"/>
		<updated>2021-01-21T20:21:36Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* An introduction to the Computer Networks group */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, a list of [https://wiki.net.informatik.uni-goettingen.de/w/images/a/a3/Social_Computing_publications.pdf social computing related] or networking-related publications, and the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
1) QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
2) Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] ====&lt;br /&gt;
 &lt;br /&gt;
3) Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
4) &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
|&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (completed)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=File:Social_Computing_publications.pdf&amp;diff=6931</id>
		<title>File:Social Computing publications.pdf</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=File:Social_Computing_publications.pdf&amp;diff=6931"/>
		<updated>2021-01-21T20:19:50Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6930</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6930"/>
		<updated>2021-01-21T19:02:40Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Machine Learning for Security and Privacy in Networks */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
1) QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
2) Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] ====&lt;br /&gt;
 &lt;br /&gt;
3) Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
4) &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
|&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (completed)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6929</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6929"/>
		<updated>2021-01-21T19:01:57Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Machine Learning for Security and Privacy in Networks */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das) ====&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] ====&lt;br /&gt;
 &lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] ====&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan. ====&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
|&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (completed)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6928</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6928"/>
		<updated>2021-01-21T19:00:26Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Social Networking(finished) */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
|&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (completed)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6927</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6927"/>
		<updated>2021-01-21T18:59:32Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Completed Topics */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
|&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6926</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6926"/>
		<updated>2021-01-21T18:58:34Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Completed Topics */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
|&lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6925</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6925"/>
		<updated>2021-01-21T18:56:52Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Completed Topics */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
|&lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6924</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6924"/>
		<updated>2021-01-21T18:41:25Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Ongoing Topics */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6923</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6923"/>
		<updated>2021-01-21T18:41:03Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6922</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6922"/>
		<updated>2021-01-21T18:39:14Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
==== QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
&lt;br /&gt;
==== &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6920</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6920"/>
		<updated>2021-01-21T12:48:11Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Low Power, Wide Area (LPWA) technologies on smart cities */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in this [https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw link] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6919</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6919"/>
		<updated>2021-01-21T12:47:43Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Low Power, Wide Area (LPWA) technologies on smart cities */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in [link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw] Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6918</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6918"/>
		<updated>2021-01-21T12:05:48Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Open Theses and Student Project Topics */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic Status and Internet Language Usage ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Numerous people write social media posts and exchange messages with colleagues, friends, acquaintances or even strangers on different platforms. We would like to understand how the underlying social class membership (socioeconomic status) affects Internet users&#039; language use, by investigating the sociolinguistic features in users&#039; posts/messages across a multitude of datasets and their relationship to their socioeconomic status. We expect you have some statistics and textual analysis/natural language processing background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6917</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6917"/>
		<updated>2021-01-21T11:54:16Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Socioeconomic analysis on commuters */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6916</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6916"/>
		<updated>2021-01-21T11:53:41Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Socioeconomic analysis on commuters */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. This topic aims to infer knowledge from commuter data, analyzing the influence of GDP, housing prices, family situation, income and job market on the decision to commute.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6915</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6915"/>
		<updated>2021-01-21T11:51:18Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Socioeconomic analysis on commuters */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Understanding the commuter behaviour and the factors that lead to commuting are more important today than ever before. With steadily increasing commuter numbers, the commuter traffic can be a major bottleneck for many cities. The increasing awareness of a good work-life balance leads to more people wanting shorter commuting distances. The commuter behaviour consequently plays an increasingly important role in city and transport planning and policy making. We collected inter-regional commuter data in Germany since 1993, and analyze the influence of GDP, housing and labour market on the decision to commute.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6914</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6914"/>
		<updated>2021-01-21T11:47:46Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Assessing city livability with big data */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; City livability is related to a number of factors, such as quality of life, job satisfaction, environment (green space, CO2/PM2.5, schooling/health support etc), policy, commuting time, entertainment. We utilize different data sources to understand their relation to the city livability, and analyze the coherent features which offer an evaluation framework for a city&#039;s attractiveness and livability for different types of citizens. We expect you have some statistics and machine learning background, as well as programming skills like Python.&lt;br /&gt;
&lt;br /&gt;
Please contact Prof. Xiaoming Fu (B/M/P).&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; TBD&lt;br /&gt;
 Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6913</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6913"/>
		<updated>2021-01-21T11:31:45Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== An introduction to the Computer Networks group ==&lt;br /&gt;
&lt;br /&gt;
See a [https://wiki.net.informatik.uni-goettingen.de/w/images/5/5a/NETGroup_Poster-Jan2021.pdf poster] for a general overview, an [http://www.net.informatik.uni-goettingen.de/?q=research anchor] to our research activities, or the &lt;br /&gt;
[http://www.net.informatik.uni-goettingen.de/?q=news/annual-report-2020-best-wishes-2021 annual report(s)] for our recent activities.&lt;br /&gt;
&lt;br /&gt;
== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Text to be provided&lt;br /&gt;
 Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; TBD&lt;br /&gt;
 Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=File:NETGroup_Poster-Jan2021.pdf&amp;diff=6912</id>
		<title>File:NETGroup Poster-Jan2021.pdf</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=File:NETGroup_Poster-Jan2021.pdf&amp;diff=6912"/>
		<updated>2021-01-21T11:28:48Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6911</id>
		<title>Theses and Projects</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Theses_and_Projects&amp;diff=6911"/>
		<updated>2021-01-21T11:18:37Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Open Theses and Student Project Topics */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Open Theses and Student Project Topics ==&lt;br /&gt;
&lt;br /&gt;
The Computer Networks Group is always looking for motivated students to work on various topics. If you are interested in any of the projects below, or if you have other ideas and are willing to work with us, please don&#039;t hesitate to [mailto:net@informatik.uni-goettingen.de contact us].&lt;br /&gt;
&lt;br /&gt;
* (B) Bachelor thesis&lt;br /&gt;
* (M) Master thesis&lt;br /&gt;
* (P) Student project&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Assessing city livability with big data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Text to be provided&lt;br /&gt;
 Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Socioeconomic analysis on commuters ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; TBD&lt;br /&gt;
 Please contact Prof. Xiaoming Fu (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Low Power, Wide Area (LPWA) technologies on smart cities===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;The LoRaWAN specification is a Low Power, Wide Area (LPWA) networking protocol, which is attracting a lot of attention due to their ability to offer affordable connectivity to the low-power devices distributed over very large geographical areas. In this project, we plan to exploit the LoRaWAN technologies to improve the performance of applications in smart cities. More details can be found in link: https://ieeexplore.ieee.org/abstract/document/7815384?casa_token=c3-nAktQO-AAAAAA:EHmi8hFe-HL853Kwq8Kot-mi8KPNSahLRT-4Tp0O8pdaT0mVH_DKUYPGU9onF227eKhpPPyC1436kw Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning &amp;amp; deep learning on electronic healthcare records===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039;In recent years, large amounts of health data, such as patient Electronic Health Records (EHR), are becoming readily available. This provides an unprecedented opportunity for knowledge discovery and data mining algorithms to dig insights from them, which can, later on, be helpful to the improvement of the quality of care delivery. This project will be mainly on using machine learning to analyze electronic healthcare dataset.  Please contact [http://www.net.informatik.uni-goettingen.de/?q=people/yachao-shao Yachao Shao] (B/M/P)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Machine Learning or Deep learning Method (Graph-based) on Recommending system or Network Traffic ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; This project will be provide students an opportunity to learn how to use machine learning or deep learning methods (espeically graph-based DL method) to solve problems in recommending systems or computer networks. The requirements include: 1) like (python) coding; 2) willing to learn DL knowledge; 3) willing to read and learn open source projects;4) Regular meeting and discussion via skype and email. Please contact [sding@cs.uni-goettingen.de Shichang Ding](B/M/P)&lt;br /&gt;
&lt;br /&gt;
===Machine Learning for Security and Privacy in Networks ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; QUIC protocol design for video streaming analysis. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Assigned to Yuhan Wang and Pronaya Prosun Das)&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the network anomaly detection. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving the privacy of vehicle communications. (B/M/P, at least familiar with one programming language). Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan]&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Privacy preservation for federated learning. (B/M/P, at least familiar with one programming language). Please contact Dr. Yali Yuan.&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--=== Congestion Control ===&lt;br /&gt;
* [[A network friendly congestion control protocol]] (M)&lt;br /&gt;
* [[A study to improve video/voice distribution based on the congestion in the network]] (B/P)&lt;br /&gt;
* [[A study of the use of Admission control in MPLS networks]] (B/M/P)&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
===QUIC or Multipath QUIC Design===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implement algorithms for improving QUIC or Multipath QUIC performance. (B/M/P, at least familiar with one programming language (eg. [https://github.com/devsisters/libquic C++], [https://github.com/lucas-clemente/quic-go go] or Python).) Please contact [http://134.76.18.81/?q=people/dr-yali-yuan Yali Yuan] (Finished)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Segment Routing based SDN===&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! Winter 2018/2019 &amp;lt;/span&amp;gt;&#039;&#039;&#039; There are many topics opened for Master and Bachelor theses and projects. Please contact [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
=== Software Defined Networks (SDN) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementing more Gavel application by exploiting Graph algorithms. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Including a Graph Database engine into an SDN Controller. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; A graph database tuning. (B/M/P) [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat] [https://wiki.net.informatik.uni-goettingen.de/wiki/Gavel details]&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[SDN Simulator: Implementation and validation of NS-3 or OMNET++ based SDN Simulator ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Open SDN Testbed: Realize the SDN testbed and automation of network topologies using the EU GEANT Testbed services ]] (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Demonstrating Security Vulnerabilities of SDN Controller (ONOS) (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Modeling Performance of SDN topologies using Queuing theory (B/M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of sFlow for ONOS (Migrating existing code to new ONOS version (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; Implementation of virtual switch using libfluid Openflow C++ library (B/P) contact with [http://www.net.informatik.uni-goettingen.de/people/abhinandan_s_prasad Abhinandan S Prasad]&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
&lt;br /&gt;
===Network Function Virtualization (NFV) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Management and Orchestration: Design and Implementation of NFV Management and Orchestration Layer with OpenStack, based on the ESTI NFVI-MANO and OPNFV frameworks.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[NSH Routing: Implementation of Network Service Headers to realize the service chain by steering traffic across the VNFs.]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[VNF components: Implementation of Virtual Network Functions like Proxy Engines, Firewall, IDS and IPS, on top of OpenNetVM, Docker engines using the available open source tools. ]] (M/P) contact with [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
=== Data Analysis with Bio data ===&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;&amp;lt;span style=&amp;quot;color:#8B0000&amp;quot;&amp;gt;NEW! 2019 &amp;lt;/span&amp;gt;&#039; if you are interested in topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
&lt;br /&gt;
=== Data Crawling and analysis ===&lt;br /&gt;
&lt;br /&gt;
* [[Large scale distributed Data crawling and analysis of a popular web service]] (B/M/P)  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Data crawling and analysis of Twitter]] (P) ([http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao])&lt;br /&gt;
&lt;br /&gt;
=== Massive Data Mining and Recommender System===&lt;br /&gt;
&lt;br /&gt;
* [[Data Mining of the Web : User Behavior Analysis]] (B/M/P)  [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Building the Genealogy for Researchers]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* [[Recommender System Design]] (B/M/P)[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
* if you are interested in other topics in this area please get in contact with [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
&lt;br /&gt;
=== Social Networking(finished) ===&lt;br /&gt;
* &#039;&#039;&#039;New!&#039;&#039;&#039; [[Goettingen Assistant: Android App Development (assigned)]] (P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding]) &lt;br /&gt;
* [[Topic prediction in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* [[Mining emotion patterns in online social networks]] (B/M/P)([http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang])&lt;br /&gt;
* Mining human mobility pattern from intra-city traffic data (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/shichang_ding Shichang Ding])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&amp;lt;!--foo&lt;br /&gt;
=== Information Centric Networking (ICN) ===&lt;br /&gt;
* ICN over GTS: exploit Geant Testbed Service to build configurable ICN testbeds (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
* ICNProSe: ICN-based Proximity Discovery Services (B/M/P) ([http://www.net.informatik.uni-goettingen.de/people/jacopo_de%20benedetto Jacopo De Benedetto])&lt;br /&gt;
&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Ongoing Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
|Bio-Data analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/?q=people/dr-mayutan-arumaithurai Mayutan Arumaithurai]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Lindrit&lt;br /&gt;
|-&lt;br /&gt;
|Sentiment Analysis (Student project)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Beatrice Kateule&lt;br /&gt;
|-&lt;br /&gt;
| Analysis of Business Transitions: A Case Study of Yelp (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Marcus Thomas Khalil  &lt;br /&gt;
|-&lt;br /&gt;
| Understanding Group Patterns in Q&amp;amp;A Services (Bachelor Thesis)&lt;br /&gt;
|[http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Jonas Koopmann  &lt;br /&gt;
|-&lt;br /&gt;
| COPSS-lite : Lightweight ICN Based Pub/Sub for IoT Environments (Master Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Haitao Wang  &lt;br /&gt;
|-&lt;br /&gt;
| A ICN Gateway for IoT (Bachelor Thesis)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao Sripriya]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Assigned to Janosch Ruff  &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
== Completed Topics ==&lt;br /&gt;
&lt;br /&gt;
{| align=&amp;quot;center&amp;quot; class=&amp;quot;wikitable sortable&amp;quot; {{Prettytable}} &lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic advisor&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Initial readings&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Description&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Student&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
|-&lt;br /&gt;
| Personalized Recommender System Design  (Master thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang]&lt;br /&gt;
| &lt;br /&gt;
| Build a personalized context-aware recommender system for customers according to their own interest.  &lt;br /&gt;
| Completed by Haile Misgna	&lt;br /&gt;
|-&lt;br /&gt;
| Emotion Patterns Analysis in OSNs  (Bachelor thesis Project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/hong_huang Hong Huang],[http://www.net.informatik.uni-goettingen.de/people/xu_chen Xu Chen]&lt;br /&gt;
| &lt;br /&gt;
| We aim to study the emotion patterns in the Twitter service and predict the future emotion status of users.  &lt;br /&gt;
| Completed by Stefan Peters	&lt;br /&gt;
|-&lt;br /&gt;
| Implementation of a pub/sub system (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/jiachen_chen Jiachen Chen] [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to show how application layer intelligence cupled with network layer pub/sub can be beneficial to both users as well as network operators&lt;br /&gt;
| Completed by Sripriya&lt;br /&gt;
|-&lt;br /&gt;
| Large Scale Distributed Natural Language Document Generation System (Student project at IBM)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The work was done at IBM&lt;br /&gt;
| Completed by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Investigate real time streaming tools for large scale data processing (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| The aim of the work is to compare real time streaming tools. &lt;br /&gt;
| Completed by Ram&lt;br /&gt;
|-&lt;br /&gt;
| Software-Defined Networking and Network Operating System (Student project)&lt;br /&gt;
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] &lt;br /&gt;
| &lt;br /&gt;
| SDN based ntwork operating system&lt;br /&gt;
| Completed by Rasha&lt;br /&gt;
|-&lt;br /&gt;
| GEMSTONE goes Mobile (BSc Thesis/Student Project)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of a Decentralized Online Social Network to the Android Platform&lt;br /&gt;
| Completed by Fabien Mathey and improved by Eeran Maiti&lt;br /&gt;
|-&lt;br /&gt;
| Transitioning of Social Graphs between Multiple Online Social Networks (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| Portation of friendship graphs between different Online Social Networks&lt;br /&gt;
| Completed by Kai-Stephan Jacobsen&lt;br /&gt;
|-&lt;br /&gt;
| Prevention and Mitigation of (D)DoS Attacks in Enterprise Environments  (BSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of enterprise infrastructures and their vulnerarbility towards attacks from the outside.&lt;br /&gt;
| Completed by David Kelterer&lt;br /&gt;
|-&lt;br /&gt;
| Sybils in Disguise: An Attacker View on OSN-based Sybil Defenses  (Student Project and MSc Thesis)&lt;br /&gt;
| [http://user.informatik.uni-goettingen.de/~dkoll David Koll] &lt;br /&gt;
| &lt;br /&gt;
| An analysis of fake detection approaches in social networks.&lt;br /&gt;
| Completed by Martin Schwarzmaier&lt;br /&gt;
|-&lt;br /&gt;
| Design and Implementation of a distributed OSN on Home Gateways (Student project and Master&#039;s Thesis)&lt;br /&gt;
|[http://user.informatik.uni-goettingen.de/~dkoll David Koll]&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
| Completed by Dieter Lechler&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
* For a full list of older topics please go [http://www.net.informatik.uni-goettingen.de/student_projects here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6607</id>
		<title>Smart city</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6607"/>
		<updated>2020-09-09T19:50:26Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* General Description */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{Announcement|Note: The primary platform for communication in this course will be StudIP. All materials will be uploaded there.}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=180h, 5-6 ECTS&lt;br /&gt;
|module=M.Inf.1222 (Specialisation Computer Networks, 5 ECTS) or M.Inf.1129 (Social Networks and Big Data Methods, 5 ECTS) or M.Inf.1800 (Practical Course Advanced Networking, 6 ECTS)&lt;br /&gt;
|lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta=MSc. Fabian Wölk, MSc. Weijun Wang, Dr. Tingting Yuan&lt;br /&gt;
|time=TBD&lt;br /&gt;
|place=TBD &lt;br /&gt;
|univz=[]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Announcement==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Due to the recent situations in the context of Covid-19, new information will be updated here in time, please check this webpage periodically to get the newest information.&lt;br /&gt;
&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
==General Description==&lt;br /&gt;
Computer Networks Group, Institute of Computer Science, Universität Göttingen is collaborating with Göttinger Verkehrsbetriebe GmbH (represented by Dipl. Anne-Katrin Engelmann) and setting up this exciting course.&lt;br /&gt;
&lt;br /&gt;
This course covers two aspects on Smart Cities in the context of public transport: event monitoring and passenger counting. &lt;br /&gt;
&lt;br /&gt;
The goal of this course is to:&lt;br /&gt;
&lt;br /&gt;
* Help students to further understand computer networks and data science knowledge.&lt;br /&gt;
&lt;br /&gt;
* Help students to use computer science knowledge to build a practical AI system.&lt;br /&gt;
&lt;br /&gt;
* Guide students to utilize knowledge to improve the performance of the system. &lt;br /&gt;
&lt;br /&gt;
In this course, each student (max. number 30) needs to:&lt;br /&gt;
&lt;br /&gt;
* Read state-of-art papers.&lt;br /&gt;
&lt;br /&gt;
* Use programming to build systems including computer vision algorithms, embedded design programs, and SOCKET network programs.&lt;br /&gt;
&lt;br /&gt;
* Learn how to analyze city public transport sensor data.&lt;br /&gt;
&lt;br /&gt;
For the project we will design, implement, and deploy the system at several buses at specific positions with sub-systems consisting of:&lt;br /&gt;
&lt;br /&gt;
* Depth camera (e.g. Intel RealSense D435)&lt;br /&gt;
&lt;br /&gt;
* On-board computers (e.g. Raspberry Pi Zero)&lt;br /&gt;
&lt;br /&gt;
* Power supply (e.g. EC Technology Powerbank)&lt;br /&gt;
&lt;br /&gt;
All these sub-systems in each bus will be combined to one system which shall be deployed for ideally an initial period of 2 months, thus obtaining sufficient data patterns for further analysis.&lt;br /&gt;
&lt;br /&gt;
Further details will be given soon.&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
*You are &#039;&#039;highly recommended&#039;&#039; to have completed a course on Data Science (e.g., &amp;quot;[https://www.swe.informatik.uni-goettingen.de/lectures/data-science-and-big-data-analytics-ws2015 Data Science and Big Data Analytics&amp;quot; taught by Dr. Steffen Herbold] or the Course   &amp;quot;Machine Learning&amp;quot; by Stanford University) before entering this course. You need to be familiar with computer networking and mobile communications.&lt;br /&gt;
*Knowledge of any of the following languages: Python (course language), R, JAVA, Matlab or any language that features proper machine learning libraries&lt;br /&gt;
&lt;br /&gt;
==Schedule==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;When?&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;What?&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | TBD&lt;br /&gt;
| TBD&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6606</id>
		<title>Smart city</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6606"/>
		<updated>2020-09-09T19:49:47Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;{{Announcement|Note: The primary platform for communication in this course will be StudIP. All materials will be uploaded there.}}&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=180h, 5-6 ECTS&lt;br /&gt;
|module=M.Inf.1222 (Specialisation Computer Networks, 5 ECTS) or M.Inf.1129 (Social Networks and Big Data Methods, 5 ECTS) or M.Inf.1800 (Practical Course Advanced Networking, 6 ECTS)&lt;br /&gt;
|lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta=MSc. Fabian Wölk, MSc. Weijun Wang, Dr. Tingting Yuan&lt;br /&gt;
|time=TBD&lt;br /&gt;
|place=TBD &lt;br /&gt;
|univz=[]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Announcement==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;Due to the recent situations in the context of Covid-19, new information will be updated here in time, please check this webpage periodically to get the newest information.&lt;br /&gt;
&#039;&#039;&#039;&lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
==General Description==&lt;br /&gt;
Computer Networks Group, Institute of Computer Science, Universität Göttingen is collaborating with Göttinger Verkehrsbetriebe GmbH (represented by Dipl. Anne-Katrin Engelmann) and setting up this exciting course.&lt;br /&gt;
&lt;br /&gt;
This course covers two aspects on Smart Cities in the context of public transport: event monitoring and passenger counting. &lt;br /&gt;
&lt;br /&gt;
The goal of this course is to:&lt;br /&gt;
&lt;br /&gt;
* Help students to further understand computer networks and data science knowledge.&lt;br /&gt;
&lt;br /&gt;
* Help students to use computer science knowledge to build a practical AI system.&lt;br /&gt;
&lt;br /&gt;
* Guide students to utilize knowledge to improve the performance of the system. &lt;br /&gt;
&lt;br /&gt;
In this course, each student (max. number 30) needs to:&lt;br /&gt;
&lt;br /&gt;
* Read state-of-art papers.&lt;br /&gt;
&lt;br /&gt;
* Use programming to build systems including computer vision algorithms, embedded design programs, and SOCKET network programs.&lt;br /&gt;
&lt;br /&gt;
* Learn how to analyze city public transport sensor data.&lt;br /&gt;
&lt;br /&gt;
For the project we will design, implement, and deploy the system at several buses at specific positions with sub-systems consisting of:&lt;br /&gt;
&lt;br /&gt;
* Depth camera (e.g. Intel RealSense D435)&lt;br /&gt;
&lt;br /&gt;
* On-board computers (e.g. Raspberry Pi Zero)&lt;br /&gt;
&lt;br /&gt;
* Power supply (e.g. EC Technology Powerbank)&lt;br /&gt;
&lt;br /&gt;
All these sub-systems in each bus will be combined to one system which shall be deployed for ideally an initial period of 2 months, thus obtaining sufficient data patterns for further analysis.&lt;br /&gt;
&lt;br /&gt;
Further details are being defined.&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
*You are &#039;&#039;highly recommended&#039;&#039; to have completed a course on Data Science (e.g., &amp;quot;[https://www.swe.informatik.uni-goettingen.de/lectures/data-science-and-big-data-analytics-ws2015 Data Science and Big Data Analytics&amp;quot; taught by Dr. Steffen Herbold] or the Course   &amp;quot;Machine Learning&amp;quot; by Stanford University) before entering this course. You need to be familiar with computer networking and mobile communications.&lt;br /&gt;
*Knowledge of any of the following languages: Python (course language), R, JAVA, Matlab or any language that features proper machine learning libraries&lt;br /&gt;
&lt;br /&gt;
==Schedule==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;When?&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;What?&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | TBD&lt;br /&gt;
| TBD&lt;br /&gt;
|-&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6605</id>
		<title>Smart city</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6605"/>
		<updated>2020-09-09T19:24:55Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* “Smart City” Course */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==“Smart City” Course==&lt;br /&gt;
&lt;br /&gt;
WS 2020/2021&lt;br /&gt;
&lt;br /&gt;
Computer Networks Group, Institute of Computer Science, Universität Göttingen is collaborating with Göttinger Verkehrsbetriebe GmbH (represented by Dipl. Anne-Katrin Engelmann) and setting up this exciting course.&lt;br /&gt;
&lt;br /&gt;
Leading lecturer: Prof. Xiaoming Fu&lt;br /&gt;
&lt;br /&gt;
Teaching assistants: Fabian Wölk, Weijun Wang, Dr. Tingting Yuan&lt;br /&gt;
&lt;br /&gt;
5-6 ECTS, 2 SWS &lt;br /&gt;
&lt;br /&gt;
Course module: M.Inf.1222 (Specialisation Computer Networks, 5 ECTS) or M.Inf.1129 (Social Networks and Big Data Methods, 5 ECTS) or M.Inf.1800 (Practical Course Advanced Networking, 6 ECTS)&lt;br /&gt;
&lt;br /&gt;
==General Description==&lt;br /&gt;
This course covers two aspects on Smart Cities in the context of public transport: event monitoring and passenger counting. &lt;br /&gt;
&lt;br /&gt;
The goal of this course is to:&lt;br /&gt;
&lt;br /&gt;
-- Help students to further understand computer networks and data science knowledge.&lt;br /&gt;
&lt;br /&gt;
-- Help students to use computer science knowledge to build a practical AI system.&lt;br /&gt;
&lt;br /&gt;
-- Guide students to utilize knowledge to improve the performance of the system. &lt;br /&gt;
&lt;br /&gt;
In this course, each student (max. number 30) needs to:&lt;br /&gt;
&lt;br /&gt;
-- Read state-of-art papers.&lt;br /&gt;
&lt;br /&gt;
-- Use programming to build systems including computer vision algorithms, embedded design programs, and SOCKET network programs.&lt;br /&gt;
&lt;br /&gt;
-- Learn how to analyze city public transport sensor data.&lt;br /&gt;
&lt;br /&gt;
For the project we will design, implement, and deploy the system at several buses at specific positions with sub-systems consisting of:&lt;br /&gt;
&lt;br /&gt;
-- Depth camera (e.g. Intel RealSense D435)&lt;br /&gt;
&lt;br /&gt;
-- On-Board-Computers (e.g. Raspberry Pi Zero)&lt;br /&gt;
&lt;br /&gt;
-- Power Supply (e.g. EC Technology Powerbank)&lt;br /&gt;
&lt;br /&gt;
All these sub-systems in each bus will be combined to one system which shall be deployed for ideally an initial period of 2 months, thus obtaining sufficient data patterns for further analysis.&lt;br /&gt;
&lt;br /&gt;
Further details are being defined.&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6604</id>
		<title>Smart city</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6604"/>
		<updated>2020-09-09T19:24:28Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==“Smart Cities” Course==&lt;br /&gt;
&lt;br /&gt;
WS 2020/2021&lt;br /&gt;
&lt;br /&gt;
Computer Networks Group, Institute of Computer Science, Universität Göttingen is collaborating with Göttinger Verkehrsbetriebe GmbH (represented by Dipl. Anne-Katrin Engelmann) and setting up this exciting course.&lt;br /&gt;
&lt;br /&gt;
Leading lecturer: Prof. Xiaoming Fu&lt;br /&gt;
&lt;br /&gt;
Teaching assistants: Fabian Wölk, Weijun Wang, Dr. Tingting Yuan&lt;br /&gt;
&lt;br /&gt;
5-6 ECTS, 2 SWS &lt;br /&gt;
&lt;br /&gt;
Course module: M.Inf.1222 (Specialisation Computer Networks, 5 ECTS) or M.Inf.1129 (Social Networks and Big Data Methods, 5 ECTS) or M.Inf.1800 (Practical Course Advanced Networking, 6 ECTS)&lt;br /&gt;
&lt;br /&gt;
==General Description==&lt;br /&gt;
This course covers two aspects on Smart Cities in the context of public transport: event monitoring and passenger counting. &lt;br /&gt;
&lt;br /&gt;
The goal of this course is to:&lt;br /&gt;
&lt;br /&gt;
-- Help students to further understand computer networks and data science knowledge.&lt;br /&gt;
&lt;br /&gt;
-- Help students to use computer science knowledge to build a practical AI system.&lt;br /&gt;
&lt;br /&gt;
-- Guide students to utilize knowledge to improve the performance of the system. &lt;br /&gt;
&lt;br /&gt;
In this course, each student (max. number 30) needs to:&lt;br /&gt;
&lt;br /&gt;
-- Read state-of-art papers.&lt;br /&gt;
&lt;br /&gt;
-- Use programming to build systems including computer vision algorithms, embedded design programs, and SOCKET network programs.&lt;br /&gt;
&lt;br /&gt;
-- Learn how to analyze city public transport sensor data.&lt;br /&gt;
&lt;br /&gt;
For the project we will design, implement, and deploy the system at several buses at specific positions with sub-systems consisting of:&lt;br /&gt;
&lt;br /&gt;
-- Depth camera (e.g. Intel RealSense D435)&lt;br /&gt;
&lt;br /&gt;
-- On-Board-Computers (e.g. Raspberry Pi Zero)&lt;br /&gt;
&lt;br /&gt;
-- Power Supply (e.g. EC Technology Powerbank)&lt;br /&gt;
&lt;br /&gt;
All these sub-systems in each bus will be combined to one system which shall be deployed for ideally an initial period of 2 months, thus obtaining sufficient data patterns for further analysis.&lt;br /&gt;
&lt;br /&gt;
Further details are being defined.&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6603</id>
		<title>Smart city</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Smart_city&amp;diff=6603"/>
		<updated>2020-09-09T19:22:41Z</updated>

		<summary type="html">&lt;p&gt;Xfu: Created page with &amp;quot;“Smart Cities” Course   WS 2020/2021  Computer Networks Group, Institute of Computer Science, Universität Göttingen In collaboration with  Göttinger Verkehrsbetriebe GmbH ...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;“Smart Cities” Course &lt;br /&gt;
&lt;br /&gt;
WS 2020/2021&lt;br /&gt;
&lt;br /&gt;
Computer Networks Group, Institute of Computer Science, Universität Göttingen&lt;br /&gt;
In collaboration with &lt;br /&gt;
Göttinger Verkehrsbetriebe GmbH (represented by Dipl. Anne-Katrin Engelmann)&lt;br /&gt;
&lt;br /&gt;
Leading lecturer: Prof. Xiaoming Fu&lt;br /&gt;
Teaching assistants: Fabian Wölk, Weijun Wang, Dr. Tingting Yuan&lt;br /&gt;
&lt;br /&gt;
5-6 ECTS, 2 SWS &lt;br /&gt;
&lt;br /&gt;
Course module: M.Inf.1222 (Specialisation Computer Networks, 5 ECTS) or M.Inf.1129 (Social Networks and Big Data Methods, 5 ECTS) or M.Inf.1800 (Practical Course Advanced Networking, 6 ECTS)&lt;br /&gt;
&lt;br /&gt;
==General Description==&lt;br /&gt;
This course covers two aspects on Smart Cities in the context of public transport: event monitoring and passenger counting. &lt;br /&gt;
The goal of this course is to:&lt;br /&gt;
&lt;br /&gt;
-- Help students to further understand computer networks and data science knowledge.&lt;br /&gt;
-- Help students to use computer science knowledge to build a practical AI system.&lt;br /&gt;
-- Guide students to utilize knowledge to improve the performance of the system. &lt;br /&gt;
&lt;br /&gt;
In this course, each student (max. number 30) needs to:&lt;br /&gt;
-- Read state-of-art papers.&lt;br /&gt;
-- Use programming to build systems including computer vision algorithms, embedded design programs, and SOCKET network programs.&lt;br /&gt;
-- Learn how to analyze city public transport sensor data.&lt;br /&gt;
&lt;br /&gt;
For the project we will design, implement, and deploy the system at several buses at specific positions with sub-systems consisting of:&lt;br /&gt;
-- Depth camera (e.g. Intel RealSense D435)&lt;br /&gt;
-- On-Board-Computers (e.g. Raspberry Pi Zero)&lt;br /&gt;
-- Power Supply (e.g. EC Technology Powerbank)&lt;br /&gt;
&lt;br /&gt;
All these sub-systems in each bus will be combined to one system which shall be deployed for ideally an initial period of 2 months, thus obtaining sufficient data patterns for further analysis.&lt;br /&gt;
&lt;br /&gt;
Further details are being prepared.&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Teaching&amp;diff=6602</id>
		<title>Teaching</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Teaching&amp;diff=6602"/>
		<updated>2020-09-09T19:16:43Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Winter Semester 2020/2021 */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Winter Semester 2020/2021 ==&lt;br /&gt;
* [[Computer Networks (Winter 2020/2021) | Computer Networks]] (BSc) (Fabian,Yachao)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2020_2021) Seminar on Internet Technologies(Winter 2020/2021)] (MSc, BSc) (Shichang, Sripriya)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Winter 2020/2021) ]](MSc) (Jiaquan)&lt;br /&gt;
* [[Advanced topics in IoT (Winter 2020/2021) | Advanced topics in IoT (Winter 2020/2021)]] (MSc, BSc) (Sripriya, Tingting)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2020/2021) | Practical Course Networking Lab ]] (BSc) (Cong, Bangbang)&lt;br /&gt;
* [[Smart city]] (MSc, BSc) (Fabian, Weijun,Tingting)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2020 ==&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2020) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Summer 2020) | Advanced topics in mobile and social computing (AToMSC) (Summer 2020)]] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Summer 2020) ]](MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2020) ]](MSc, BSc)&lt;br /&gt;
* [[Computer Networks (Summer 2020)  | Computer Networks (Exam only!) (Summer 2020)]] (BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2020) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Winter Semester 2019/2020 ==&lt;br /&gt;
* [[Computer Networks (Winter 2019/2020) | Computer Networks]] (BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2019_2020) Seminar on Internet Technologies(Winter 2019/2020)] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Winter 2019/2020) ]](MSc)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020) | Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020)]] (MSc, BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2019/2020) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ Advanced Blockchain] (MSc, BSc)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2019 ==&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Topics_in_Computer_Networks_(ATCN)_2019 Seminar ATCN] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Summer_2019) Seminar on Internet Technologies(Summer 2019)] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Computer_Networks_(Summer_2019)#Schedule_.28Tentative.29 Advanced Computer Networks (Summer 2019)] (MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2019) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2019) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ss/ Introduction to Blockchain Technology] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Summer 2019) ]](MSc)&lt;br /&gt;
&lt;br /&gt;
== winter Semester 2018/2019 ==&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ws2018/ Introduction to Blockchain Technology (Examination Only)] (MSc, BSc) &lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ws2018-advanced/ Advanced Blockchain] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Topics_in_Mobile_Communications_(AToMIC)_2018 Seminar ATCN/AToMIC] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2018) Seminar on Internet Technologies(Winter 2018/2019)] (MSc, BSc)&lt;br /&gt;
* [[Computer Networks (Winter 2018/2019) | Computer Networks]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2018 ==&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ss/ Introduction to Blockchain Technology] (MSc, BSc) &lt;br /&gt;
* [[Practical Course Data Science (Summer 2018) ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2018) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2018) | Advanced Computer Networks ]] (MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2018) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2018) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2017/2018 ==&lt;br /&gt;
Note: We will update the respective pages soon.&lt;br /&gt;
* [[Computer Networks (Winter 2017/2018) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science for Computer Networks (Winter 2017/2018) | Practical Course: Data Science]] (MSc) (PhD/BSc welcome)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2017/2018) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Software-defined Networking (Winter 2017/2018) | Block Course: Software-defined Networking]] (MSc) (&#039;&#039;Course period: 9 October 2017 (Mon) - 13 Oct 2017 (Fri)&#039;&#039;) (NOTE: The course structure will be different to past years)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2017/2018) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2017 ==&lt;br /&gt;
* [[Advanced Practical Course Data Science for Computer Networks (Summer 2017) | Advanced Practical Course: Data Science for Computer Networks ]] (MSc) (BSc welcome)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2017) | Seminar on Internet Technologies (Summer 2017) ]] (MSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2017) | Advanced Computer Networks ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2017) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Computer Networks (Summer 2017) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2016/2017 ==&lt;br /&gt;
Note: We will update the respective pages soon. &lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2016/2017) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Computer Networks (Winter 2016/2017) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Practical Course on Data Science for Computer Networks (Winter 2016/2017) | Practical Course on Data Science for Computer Networks]] (MSc)&lt;br /&gt;
* [[Software-defined Networking (Winder 2016/2017) | Block Course: Software-defined Networking]] (MSc) (&#039;&#039;Course period: 22 Feb 2017 (wed) - 2 Mar 2017 (Thu)&#039;&#039;)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2016/2017) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2016 ==&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2016) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2016) | Practical Course Advanced Networking: Data Science Edition]] (MSc)&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (AToMIC): Social Network in Mobile Big Data (Summer 2016)]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2016) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2016) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2016) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2015/2016 ==&lt;br /&gt;
&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2015/2016) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2015/2016) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2015/2016) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2015/2016) | Computer Networks]] (BSc)&lt;br /&gt;
Block courses:&lt;br /&gt;
* [[Introduction to Software-defined Networking (Winter 2015/2016) | Introduction to Software-defined Networking]] (MSc) (14-18 March 2016) &lt;br /&gt;
* [[Specialization Software-defined Networking (Winter 2015/2016) | Specialization Software-defined Networking]] (MSc) (21-25 March 2016)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2015 ==&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2015) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2015) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2015) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2015) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2015) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
* [[Machine Learning and Pervasive Computing (Summer 2015) | Machine Learning and Pervasive Computing]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2014/2015 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2014/2015) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2014/2015) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2014/2015) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2014/2015) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2014/2015) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Machine Learning and Pervasive Computing (Winter 2014/2015) | Machine Learning and Pervasive Computing]] (MSc)&lt;br /&gt;
* [[Introduction to Software-defined Networking (Winter 2014/2015) | Introduction to Software-defined Networking]] (MSc)&lt;br /&gt;
* [[Specialization Software-defined Networking (Winter 2014/2015) | Specialization Software-defined Networking]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2014 ==&lt;br /&gt;
* [[Advanced Topics in Social Network and Big Data Methods(Summer 2014) | Advanced Topics in Social Network and Big Data Methods ]] (MSc)&lt;br /&gt;
* [[Advances in Mobile Applications and Mobile Cloud Computing(Summer 2014) | Advances in Mobile Applications and Mobile Cloud Computing ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2014) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2014) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2014) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2014) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2014) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2013/14 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2013/2014) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2013/2014) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2013/2014) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2013/2014) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2013/2014) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Selected topics in Pervasive Computing (Winter 2013/2014) | Selected Topics in Pervasive Computing]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2013 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2013) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2013) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2013) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2013) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2013) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2013) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2012/13 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2012/2013) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2012/2013) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2012/2013) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2012/2013) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2012/2013) | Computer Networks]] (BSc)&lt;br /&gt;
* [http://www.swe.informatik.uni-goettingen.de/lectures/social-networks-seminar-ws2012 Social Networks Seminar] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2012 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2012) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2012) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2012) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2012) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2012) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2012) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2011/2012 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2011/2012) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2011/2012) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2011/2012) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2011/2012) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2011/2012) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Social Networks Colloquium (Winter 2011/2012) | Social Networks Colloquium]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2011 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2011) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2011) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2011) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2011) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2011) | Computer Networks]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2010/2011 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2010/2011) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2010/2011) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2010/2011) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2010/2011) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2010/2011) | Computer Networks (previously Telematik)]] (BSc)&lt;br /&gt;
* [[Seminar on Mathematical Models in Computer Networks (Winter 2010/2011) | Seminar on Mathematical Models]] (MSc/PhD)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2010 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2010) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2010) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2010) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Telematics (Summer 2010) | Telematik/Telematics (Exam only)]] (BSc)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;noinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2009/2010 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2009/2010) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2009/2010) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2009/2010) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Telematik (Winter 2009/2010) | Telematik]] (BSc)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;noinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2009 ==&lt;br /&gt;
* [http://www.net.informatik.uni-goettingen.de/teaching/1595 Advanced Topics in Mobile Communications (AToMIC)]&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2009) | Practical Course Networking Lab]]&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2009) | Seminar on Internet Technologies]]&lt;br /&gt;
* [http://www.net.informatik.uni-goettingen.de/teaching/1599 Telematik Exam]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Courses before Summer 2009==&lt;br /&gt;
* For a list of older courses please go [http://www.net.informatik.uni-goettingen.de/teaching here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Teaching&amp;diff=6601</id>
		<title>Teaching</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Teaching&amp;diff=6601"/>
		<updated>2020-09-09T19:16:27Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Winter Semester 2020/2021 */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Winter Semester 2020/2021 ==&lt;br /&gt;
* [[Computer Networks (Winter 2020/2021) | Computer Networks]] (BSc) (Fabian,Yachao)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2020_2021) Seminar on Internet Technologies(Winter 2020/2021)] (MSc, BSc) (Shichang, Sripriya)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Winter 2020/2021) ]](MSc) (Jiaquan)&lt;br /&gt;
* [[Advanced topics in IoT (Winter 2020/2021) | Advanced topics in IoT (Winter 2020/2021)]] (MSc, BSc) (Sripriya, Tingting)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2020/2021) | Practical Course Networking Lab ]] (BSc) (Cong, Bangbang)&lt;br /&gt;
* [[Smart city] (MSc, BSc) (Fabian, Weijun,Tingting)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2020 ==&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2020) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Summer 2020) | Advanced topics in mobile and social computing (AToMSC) (Summer 2020)]] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Summer 2020) ]](MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2020) ]](MSc, BSc)&lt;br /&gt;
* [[Computer Networks (Summer 2020)  | Computer Networks (Exam only!) (Summer 2020)]] (BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2020) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Winter Semester 2019/2020 ==&lt;br /&gt;
* [[Computer Networks (Winter 2019/2020) | Computer Networks]] (BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2019_2020) Seminar on Internet Technologies(Winter 2019/2020)] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Winter 2019/2020) ]](MSc)&lt;br /&gt;
* [[Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020) | Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020)]] (MSc, BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2019/2020) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ Advanced Blockchain] (MSc, BSc)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2019 ==&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Topics_in_Computer_Networks_(ATCN)_2019 Seminar ATCN] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Summer_2019) Seminar on Internet Technologies(Summer 2019)] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Computer_Networks_(Summer_2019)#Schedule_.28Tentative.29 Advanced Computer Networks (Summer 2019)] (MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2019) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2019) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ss/ Introduction to Blockchain Technology] (MSc, BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science (Summer 2019) ]](MSc)&lt;br /&gt;
&lt;br /&gt;
== winter Semester 2018/2019 ==&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ws2018/ Introduction to Blockchain Technology (Examination Only)] (MSc, BSc) &lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ws2018-advanced/ Advanced Blockchain] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Advanced_Topics_in_Mobile_Communications_(AToMIC)_2018 Seminar ATCN/AToMIC] (MSc, BSc)&lt;br /&gt;
* [https://wiki.net.informatik.uni-goettingen.de/wiki/Seminar_on_Internet_Technologies_(Winter_2018) Seminar on Internet Technologies(Winter 2018/2019)] (MSc, BSc)&lt;br /&gt;
* [[Computer Networks (Winter 2018/2019) | Computer Networks]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Summer Semester 2018 ==&lt;br /&gt;
* [https://www.stud.informatik.uni-goettingen.de/bcs/ss/ Introduction to Blockchain Technology] (MSc, BSc) &lt;br /&gt;
* [[Practical Course Data Science (Summer 2018) ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2018) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2018) | Advanced Computer Networks ]] (MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2018) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2018) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2017/2018 ==&lt;br /&gt;
Note: We will update the respective pages soon.&lt;br /&gt;
* [[Computer Networks (Winter 2017/2018) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Practical Course Data Science for Computer Networks (Winter 2017/2018) | Practical Course: Data Science]] (MSc) (PhD/BSc welcome)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2017/2018) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Software-defined Networking (Winter 2017/2018) | Block Course: Software-defined Networking]] (MSc) (&#039;&#039;Course period: 9 October 2017 (Mon) - 13 Oct 2017 (Fri)&#039;&#039;) (NOTE: The course structure will be different to past years)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2017/2018) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2017 ==&lt;br /&gt;
* [[Advanced Practical Course Data Science for Computer Networks (Summer 2017) | Advanced Practical Course: Data Science for Computer Networks ]] (MSc) (BSc welcome)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2017) | Seminar on Internet Technologies (Summer 2017) ]] (MSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2017) | Advanced Computer Networks ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2017) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Computer Networks (Summer 2017) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2016/2017 ==&lt;br /&gt;
Note: We will update the respective pages soon. &lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2016/2017) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Computer Networks (Winter 2016/2017) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Practical Course on Data Science for Computer Networks (Winter 2016/2017) | Practical Course on Data Science for Computer Networks]] (MSc)&lt;br /&gt;
* [[Software-defined Networking (Winder 2016/2017) | Block Course: Software-defined Networking]] (MSc) (&#039;&#039;Course period: 22 Feb 2017 (wed) - 2 Mar 2017 (Thu)&#039;&#039;)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2016/2017) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2016 ==&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2016) | Practical Course Networking Lab ]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2016) | Practical Course Advanced Networking: Data Science Edition]] (MSc)&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (AToMIC): Social Network in Mobile Big Data (Summer 2016)]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2016) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2016) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2016) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2015/2016 ==&lt;br /&gt;
&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2015/2016) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2015/2016) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2015/2016) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2015/2016) | Computer Networks]] (BSc)&lt;br /&gt;
Block courses:&lt;br /&gt;
* [[Introduction to Software-defined Networking (Winter 2015/2016) | Introduction to Software-defined Networking]] (MSc) (14-18 March 2016) &lt;br /&gt;
* [[Specialization Software-defined Networking (Winter 2015/2016) | Specialization Software-defined Networking]] (MSc) (21-25 March 2016)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2015 ==&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2015) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2015) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2015) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2015) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2015) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
* [[Machine Learning and Pervasive Computing (Summer 2015) | Machine Learning and Pervasive Computing]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2014/2015 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2014/2015) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2014/2015) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2014/2015) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2014/2015) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2014/2015) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Machine Learning and Pervasive Computing (Winter 2014/2015) | Machine Learning and Pervasive Computing]] (MSc)&lt;br /&gt;
* [[Introduction to Software-defined Networking (Winter 2014/2015) | Introduction to Software-defined Networking]] (MSc)&lt;br /&gt;
* [[Specialization Software-defined Networking (Winter 2014/2015) | Specialization Software-defined Networking]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2014 ==&lt;br /&gt;
* [[Advanced Topics in Social Network and Big Data Methods(Summer 2014) | Advanced Topics in Social Network and Big Data Methods ]] (MSc)&lt;br /&gt;
* [[Advances in Mobile Applications and Mobile Cloud Computing(Summer 2014) | Advances in Mobile Applications and Mobile Cloud Computing ]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2014) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2014) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2014) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2014) | Computer Networks (Exam only!)]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2014) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2013/14 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2013/2014) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2013/2014) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2013/2014) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2013/2014) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2013/2014) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Selected topics in Pervasive Computing (Winter 2013/2014) | Selected Topics in Pervasive Computing]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2013 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2013) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2013) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2013) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2013) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2013) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2013) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2012/13 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2012/2013) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2012/2013) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2012/2013) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2012/2013) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2012/2013) | Computer Networks]] (BSc)&lt;br /&gt;
* [http://www.swe.informatik.uni-goettingen.de/lectures/social-networks-seminar-ws2012 Social Networks Seminar] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2012 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2012) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2012) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2012) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2012) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2012) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Advanced Computer Networks (Summer 2012) | Advanced Computer Networks]] (MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2011/2012 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2011/2012) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2011/2012) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2011/2012) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2011/2012) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2011/2012) | Computer Networks]] (BSc)&lt;br /&gt;
* [[Social Networks Colloquium (Winter 2011/2012) | Social Networks Colloquium]] (BSc/MSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2011 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2011) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2011) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Summer 2011) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2011) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Summer 2011) | Computer Networks]] (BSc)&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2010/2011 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2010/2011) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2010/2011) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Practical Course Advanced Networking (Winter 2010/2011) | Practical Course Advanced Networking]] (MSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2010/2011) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Computer Networks (Winter 2010/2011) | Computer Networks (previously Telematik)]] (BSc)&lt;br /&gt;
* [[Seminar on Mathematical Models in Computer Networks (Winter 2010/2011) | Seminar on Mathematical Models]] (MSc/PhD)&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2010 ==&lt;br /&gt;
* [[Advanced Topics in Mobile Communications (Summer 2010) | Advanced Topics in Mobile Communications (AToMIC)]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2010) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2010) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Telematics (Summer 2010) | Telematik/Telematics (Exam only)]] (BSc)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;noinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Courses Winter Semester 2009/2010 ==&lt;br /&gt;
* [[Advanced Topics in Computer Networking (Winter 2009/2010) | Advanced Topics in Computer Networking]] (MSc)&lt;br /&gt;
* [[Practical Course Networking Lab (Winter 2009/2010) | Practical Course Networking Lab]] (BSc)&lt;br /&gt;
* [[Seminar on Internet Technologies (Winter 2009/2010) | Seminar on Internet Technologies]] (BSc/MSc)&lt;br /&gt;
* [[Telematik (Winter 2009/2010) | Telematik]] (BSc)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;noinclude&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== Courses Summer Semester 2009 ==&lt;br /&gt;
* [http://www.net.informatik.uni-goettingen.de/teaching/1595 Advanced Topics in Mobile Communications (AToMIC)]&lt;br /&gt;
* [[Practical Course Networking Lab (Summer 2009) | Practical Course Networking Lab]]&lt;br /&gt;
* [[Seminar on Internet Technologies (Summer 2009) | Seminar on Internet Technologies]]&lt;br /&gt;
* [http://www.net.informatik.uni-goettingen.de/teaching/1599 Telematik Exam]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== Courses before Summer 2009==&lt;br /&gt;
* For a list of older courses please go [http://www.net.informatik.uni-goettingen.de/teaching here].&lt;br /&gt;
&amp;lt;/noinclude&amp;gt;&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Computer_Networks_(Winter_2019/2020)&amp;diff=6417</id>
		<title>Computer Networks (Winter 2019/2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Computer_Networks_(Winter_2019/2020)&amp;diff=6417"/>
		<updated>2020-02-06T19:27:38Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Preliminary Schedule */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=120h, 4 ECTS (old PO), 5 ECTS (new PO)&lt;br /&gt;
|module=B.Inf.902: Telematik (old), B.Inf.1204.Telematik/Computernetzwerke (new)&lt;br /&gt;
|lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]  [http://134.76.18.81/?q=people/dr-yali-yuan Dr. Yali Yuan]&lt;br /&gt;
|ta= [http://134.76.18.81/?q=people/yachao-shao Yachao Shao, MSc.]&lt;br /&gt;
|time=Lecture: Thursday, 10am-12pm, Exercise: Thursday, 12pm-1pm&lt;br /&gt;
|place= [http://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfoRaum&amp;amp;publishSubDir=raum&amp;amp;keep=y&amp;amp;raum.rgid=22 Mikrobiologie-Hörsaalgebäude - MN06]  [http://univz.uni-goettingen.de/qisserver/rds?state=wsearchv&amp;amp;search=3&amp;amp;raum.dtxt=MN06&amp;amp;P_start=0&amp;amp;P_anzahl=10&amp;amp;_form=display# Google Maps]&lt;br /&gt;
||univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;publishid=241010&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfo&amp;amp;publishSubDir=veranstaltung&amp;amp;k_semester.semid=20192&amp;amp;idcol=k_semester.semid&amp;amp;idval=20192&amp;amp;getglobal=semester]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
Principles and basic understanding of computer networking, with an emphasis on the Internet. Topics include: the concepts and components of computer networks, packet switching, layered architectures, TCP/IP, error control, window flow control, local area networks, network layer and mobility, transport layer and congestion control, Quality of Service and multimedia networking, network management and security, and an introduction to current research topics.&lt;br /&gt;
After this course students should have general knowledge on basic concepts of networking, how the Internet works and basic network programming.&lt;br /&gt;
&lt;br /&gt;
==Preliminary Schedule==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Excercises&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Excercise notes&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 24.10.2019&lt;br /&gt;
| Introduction &amp;amp; Layering&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise1_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.11.2019&lt;br /&gt;
| Link Layer I&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter2_part1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise2_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.11.2019&lt;br /&gt;
| Link Layer II&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter2_part2_revised.pdf | revised_pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise3.pdf | pdf]] &lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise3_s.pdf | pdf]] NOTE: padding byte is 01111101, see RFC1662&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.11.2019&lt;br /&gt;
| Network Layer I&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter3_part1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e4.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise4_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 28.11.2019&lt;br /&gt;
| Network Layer II&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter3_part2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e5.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise5_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 05.12.2019&lt;br /&gt;
| Network Layer III&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter3_part3.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e6.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise6_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.12.2019&lt;br /&gt;
| Transport Layer I&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter4_part1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e7.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e7_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.12.2020&lt;br /&gt;
| Transport Layer II&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter4_part2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e8.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e8_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 09.01.2020&lt;br /&gt;
| Networked Multimedia&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter5.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e9.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e9_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.01.2020&lt;br /&gt;
| Quality of Service&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter6.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e10.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e10_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.01.2020&lt;br /&gt;
| Network Security I&lt;br /&gt;
|[[Media:CN_WS201920_Network_security_1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e11.pdf | pdf]]&lt;br /&gt;
||[[Media:ComputerNetworks_WS2019_e11_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.01.2020&lt;br /&gt;
| Network Security II &lt;br /&gt;
|[[Media:CN_WS201920_Network_security_2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e12.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e12_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 10.02.2020&lt;br /&gt;
| Final Exam &lt;br /&gt;
| Time: 14：00-16:00&lt;br /&gt;
| Room: MN08 (Goldschmidtstr. 3-5, 37077, Göttingen)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Textbook==&lt;br /&gt;
* J. Kurose and K. Ross, [https://media.pearsoncmg.com/bc/abp/cs-resources/products/product.html#product,isbn=0133594149 , &amp;quot;Computer Networking: A Top-Down Approach&amp;quot;], 7th Edition, 2017&lt;br /&gt;
* Andrew S. Tanenbaum,  David J. Wetherall, [https://www.pearson.com/us/higher-education/program/Tanenbaum-Computer-Networks-5th-Edition/PGM270019.html, Computer Networks], 5th Edition， 2011&lt;br /&gt;
&lt;br /&gt;
==Old exam sheets==&lt;br /&gt;
The following old exam sheets are provided for &#039;&#039;self-study&#039;&#039; purposes. They will not be discusses during an exercise session, nor will we provide answer sheets. However, you can email questions regarding a particular exercise to the TA&#039;s to be considered during the Q&amp;amp;A session at the end of the semester. &lt;br /&gt;
* [[Media:ComputerNetworks_ws2009_exam.pdf | Exam sheet winter semester 2009]]&lt;br /&gt;
* [[Media:ComputerNetworks_SS2010_exam.pdf | Exam sheet summer semester 2010]]&lt;br /&gt;
&lt;br /&gt;
==Additional References==&lt;br /&gt;
* W. Richard Stevens, [http://www.kohala.com/start/tcpipiv1.html &amp;quot;TCP/IP Illustrated, Volume 1: The Protocols&amp;quot;], Addison-Wesley, 1994.&lt;br /&gt;
* W. Richard Stevens, [http://www.kohala.com/start/unpv12e.html &amp;quot;UNIX Network Programming, Volume 1: Networking APIs&amp;quot;], 2nd edition, Prentice Hall, 1997.&lt;br /&gt;
&lt;br /&gt;
== Other Resources==&lt;br /&gt;
* Movie: &amp;quot;Warriors of the Net&amp;quot; [http://www.warriorsofthe.net/]&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; basic familiarity with UNIX and C.&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Computer_Networks_(Winter_2019/2020)&amp;diff=6416</id>
		<title>Computer Networks (Winter 2019/2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Computer_Networks_(Winter_2019/2020)&amp;diff=6416"/>
		<updated>2020-02-06T19:27:12Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Preliminary Schedule */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=120h, 4 ECTS (old PO), 5 ECTS (new PO)&lt;br /&gt;
|module=B.Inf.902: Telematik (old), B.Inf.1204.Telematik/Computernetzwerke (new)&lt;br /&gt;
|lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]  [http://134.76.18.81/?q=people/dr-yali-yuan Dr. Yali Yuan]&lt;br /&gt;
|ta= [http://134.76.18.81/?q=people/yachao-shao Yachao Shao, MSc.]&lt;br /&gt;
|time=Lecture: Thursday, 10am-12pm, Exercise: Thursday, 12pm-1pm&lt;br /&gt;
|place= [http://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfoRaum&amp;amp;publishSubDir=raum&amp;amp;keep=y&amp;amp;raum.rgid=22 Mikrobiologie-Hörsaalgebäude - MN06]  [http://univz.uni-goettingen.de/qisserver/rds?state=wsearchv&amp;amp;search=3&amp;amp;raum.dtxt=MN06&amp;amp;P_start=0&amp;amp;P_anzahl=10&amp;amp;_form=display# Google Maps]&lt;br /&gt;
||univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;publishid=241010&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfo&amp;amp;publishSubDir=veranstaltung&amp;amp;k_semester.semid=20192&amp;amp;idcol=k_semester.semid&amp;amp;idval=20192&amp;amp;getglobal=semester]&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
Principles and basic understanding of computer networking, with an emphasis on the Internet. Topics include: the concepts and components of computer networks, packet switching, layered architectures, TCP/IP, error control, window flow control, local area networks, network layer and mobility, transport layer and congestion control, Quality of Service and multimedia networking, network management and security, and an introduction to current research topics.&lt;br /&gt;
After this course students should have general knowledge on basic concepts of networking, how the Internet works and basic network programming.&lt;br /&gt;
&lt;br /&gt;
==Preliminary Schedule==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Excercises&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Excercise notes&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 24.10.2019&lt;br /&gt;
| Introduction &amp;amp; Layering&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise1_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.11.2019&lt;br /&gt;
| Link Layer I&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter2_part1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise2_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.11.2019&lt;br /&gt;
| Link Layer II&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter2_part2_revised.pdf | revised_pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise3.pdf | pdf]] NOTE: padding byte is 01111101, see RFC1662&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise3_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.11.2019&lt;br /&gt;
| Network Layer I&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter3_part1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e4.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise4_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 28.11.2019&lt;br /&gt;
| Network Layer II&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter3_part2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e5.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise5_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 05.12.2019&lt;br /&gt;
| Network Layer III&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter3_part3.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e6.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_exercise6_s.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.12.2019&lt;br /&gt;
| Transport Layer I&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter4_part1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e7.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e7_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.12.2020&lt;br /&gt;
| Transport Layer II&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter4_part2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e8.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e8_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 09.01.2020&lt;br /&gt;
| Networked Multimedia&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter5.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e9.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e9_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.01.2020&lt;br /&gt;
| Quality of Service&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_chapter6.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e10.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e10_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.01.2020&lt;br /&gt;
| Network Security I&lt;br /&gt;
|[[Media:CN_WS201920_Network_security_1.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e11.pdf | pdf]]&lt;br /&gt;
||[[Media:ComputerNetworks_WS2019_e11_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.01.2020&lt;br /&gt;
| Network Security II &lt;br /&gt;
|[[Media:CN_WS201920_Network_security_2.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e12.pdf | pdf]]&lt;br /&gt;
|[[Media:ComputerNetworks_WS2019_e12_solution.pdf | pdf]]&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 10.02.2020&lt;br /&gt;
| Final Exam &lt;br /&gt;
| Time: 14：00-16:00&lt;br /&gt;
| Room: MN08 (Goldschmidtstr. 3-5, 37077, Göttingen)&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Textbook==&lt;br /&gt;
* J. Kurose and K. Ross, [https://media.pearsoncmg.com/bc/abp/cs-resources/products/product.html#product,isbn=0133594149 , &amp;quot;Computer Networking: A Top-Down Approach&amp;quot;], 7th Edition, 2017&lt;br /&gt;
* Andrew S. Tanenbaum,  David J. Wetherall, [https://www.pearson.com/us/higher-education/program/Tanenbaum-Computer-Networks-5th-Edition/PGM270019.html, Computer Networks], 5th Edition， 2011&lt;br /&gt;
&lt;br /&gt;
==Old exam sheets==&lt;br /&gt;
The following old exam sheets are provided for &#039;&#039;self-study&#039;&#039; purposes. They will not be discusses during an exercise session, nor will we provide answer sheets. However, you can email questions regarding a particular exercise to the TA&#039;s to be considered during the Q&amp;amp;A session at the end of the semester. &lt;br /&gt;
* [[Media:ComputerNetworks_ws2009_exam.pdf | Exam sheet winter semester 2009]]&lt;br /&gt;
* [[Media:ComputerNetworks_SS2010_exam.pdf | Exam sheet summer semester 2010]]&lt;br /&gt;
&lt;br /&gt;
==Additional References==&lt;br /&gt;
* W. Richard Stevens, [http://www.kohala.com/start/tcpipiv1.html &amp;quot;TCP/IP Illustrated, Volume 1: The Protocols&amp;quot;], Addison-Wesley, 1994.&lt;br /&gt;
* W. Richard Stevens, [http://www.kohala.com/start/unpv12e.html &amp;quot;UNIX Network Programming, Volume 1: Networking APIs&amp;quot;], 2nd edition, Prentice Hall, 1997.&lt;br /&gt;
&lt;br /&gt;
== Other Resources==&lt;br /&gt;
* Movie: &amp;quot;Warriors of the Net&amp;quot; [http://www.warriorsofthe.net/]&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; basic familiarity with UNIX and C.&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6388</id>
		<title>Advanced Computer Networks (Summer 2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6388"/>
		<updated>2020-01-15T09:52:30Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer= [http://www.net.informatik.uni-goettingen.de/?q=people/hannes-tschofenig Dr. Hannes Tschofenig], [http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= [http://www.net.informatik.uni-goettingen.de/?q=people/bangbang-ren, Bangbang Ren]&lt;br /&gt;
|time= Tuesday 10-12am (lecture), Thursday 10-12am (lecture), Thursday 12-13pm (exercise). (*Note only until 28.05.2020!*)&lt;br /&gt;
|place=Room 2.101&lt;br /&gt;
|univz=https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;publishid=248177&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfo&amp;amp;publishSubDir=veranstaltung&lt;br /&gt;
}} &lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce concepts of computer networking related to Internet of Things devices. The goal of the course is to make you feel comfortable designing and secure IoT-based Internet communication. The course gives you an understanding of &lt;br /&gt;
*The hardware used in IoT devices, &lt;br /&gt;
*Embedded software development, &lt;br /&gt;
*Local communication to sensors and actuators, &lt;br /&gt;
*Internet protocols specifically designed for IoT devices,&lt;br /&gt;
*Protocols to manage the lifecycle of IoT devices, &lt;br /&gt;
*Security technologies used on constrained device, and &lt;br /&gt;
*Data protection and privacy.&lt;br /&gt;
There will be exercises and it is mandatory to complete all the exercises to attend the final exam. Each student will be provided with IoT hardware. For software development the preferred tool is a professional IDE developed by Keil. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecture slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Exercise&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2020&lt;br /&gt;
| Introduction to Internet of Things&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.04.2020&lt;br /&gt;
| The Arm Architecture (Cortex M-class vs. Cortex A-class)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Get hardware &amp;amp; software working&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2020&lt;br /&gt;
| Local Communication (UART, I2C, SPI)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Use of a sensor communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.04.2020&lt;br /&gt;
| Radio Technologies (BLE, Thread, NB-IoT, LoRa)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of a radio technology&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |28.04.2020&lt;br /&gt;
| Internet Protocols for IoT (CoAP and MQTT vs. HTTP)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.04.2020&lt;br /&gt;
| Security Threats and Security Requirements&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 50.05.2020&lt;br /&gt;
| Device Management&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of LwM2M&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.05.2020&lt;br /&gt;
| Securing IoT - Communication Security&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Secure IoT communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2020&lt;br /&gt;
| Securing IoT – Hardware Security Technology (TEEs and TrustZone)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use hardware security mechanisms&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.05.2020&lt;br /&gt;
| Securing IoT – Firmware Updates, Secure Boot and Attestation&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Write your own bootloader&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2020&lt;br /&gt;
| Privacy&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |26.05.2020&lt;br /&gt;
| Exam&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6387</id>
		<title>Advanced Computer Networks (Summer 2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6387"/>
		<updated>2020-01-15T09:42:25Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer= [http://www.net.informatik.uni-goettingen.de/?q=people/hannes-tschofenig Dr. Hannes Tschofenig], [http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= [http://www.net.informatik.uni-goettingen.de/?q=people/bangbang-ren, Bangbang Ren]&lt;br /&gt;
|time= Tuesday 10-12am (lecture), Thursday 10-12am (lecture), Thursday 12-13pm (exercise). (*Note only until 26.05.2020!*)&lt;br /&gt;
|place=Room 2.101&lt;br /&gt;
|univz=https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;publishid=248177&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfo&amp;amp;publishSubDir=veranstaltung&lt;br /&gt;
}} &lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce concepts of computer networking related to Internet of Things devices. The goal of the course is to make you feel comfortable designing and secure IoT-based Internet communication. The course gives you an understanding of &lt;br /&gt;
*The hardware used in IoT devices, &lt;br /&gt;
*Embedded software development, &lt;br /&gt;
*Local communication to sensors and actuators, &lt;br /&gt;
*Internet protocols specifically designed for IoT devices,&lt;br /&gt;
*Protocols to manage the lifecycle of IoT devices, &lt;br /&gt;
*Security technologies used on constrained device, and &lt;br /&gt;
*Data protection and privacy.&lt;br /&gt;
There will be exercises and it is mandatory to complete all the exercises to attend the final exam. Each student will be provided with IoT hardware. For software development the preferred tool is a professional IDE developed by Keil. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecture slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Exercise&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2020&lt;br /&gt;
| Introduction to Internet of Things&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.04.2020&lt;br /&gt;
| The Arm Architecture (Cortex M-class vs. Cortex A-class)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Get hardware &amp;amp; software working&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2020&lt;br /&gt;
| Local Communication (UART, I2C, SPI)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Use of a sensor communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.04.2020&lt;br /&gt;
| Radio Technologies (BLE, Thread, NB-IoT, LoRa)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of a radio technology&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |28.04.2020&lt;br /&gt;
| Internet Protocols for IoT (CoAP and MQTT vs. HTTP)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.04.2020&lt;br /&gt;
| Security Threats and Security Requirements&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 50.05.2020&lt;br /&gt;
| Device Management&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of LwM2M&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.05.2020&lt;br /&gt;
| Securing IoT - Communication Security&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Secure IoT communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2020&lt;br /&gt;
| Securing IoT – Hardware Security Technology (TEEs and TrustZone)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use hardware security mechanisms&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.05.2020&lt;br /&gt;
| Securing IoT – Firmware Updates, Secure Boot and Attestation&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Write your own bootloader&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2020&lt;br /&gt;
| Privacy&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |26.05.2020&lt;br /&gt;
| Exam&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6386</id>
		<title>Advanced Computer Networks (Summer 2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6386"/>
		<updated>2020-01-15T09:41:53Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer= [http://www.net.informatik.uni-goettingen.de/?q=people/hannes-tschofenig Dr. Hannes Tschofenig], [http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= [http://www.net.informatik.uni-goettingen.de/?q=people/bangbang-ren, Bangbang Ren]&lt;br /&gt;
|time= Tuesday 10-12am (lecture), Thursday 10-12am (lecture), Thursday 12-13pm (exercise). (*Note only until 26.05.2020!*)&lt;br /&gt;
|place=Rom:2.101&lt;br /&gt;
|univz=https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;publishid=248177&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfo&amp;amp;publishSubDir=veranstaltung&lt;br /&gt;
}} &lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce concepts of computer networking related to Internet of Things devices. The goal of the course is to make you feel comfortable designing and secure IoT-based Internet communication. The course gives you an understanding of &lt;br /&gt;
*The hardware used in IoT devices, &lt;br /&gt;
*Embedded software development, &lt;br /&gt;
*Local communication to sensors and actuators, &lt;br /&gt;
*Internet protocols specifically designed for IoT devices,&lt;br /&gt;
*Protocols to manage the lifecycle of IoT devices, &lt;br /&gt;
*Security technologies used on constrained device, and &lt;br /&gt;
*Data protection and privacy.&lt;br /&gt;
There will be exercises and it is mandatory to complete all the exercises to attend the final exam. Each student will be provided with IoT hardware. For software development the preferred tool is a professional IDE developed by Keil. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecture slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Exercise&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2020&lt;br /&gt;
| Introduction to Internet of Things&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.04.2020&lt;br /&gt;
| The Arm Architecture (Cortex M-class vs. Cortex A-class)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Get hardware &amp;amp; software working&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2020&lt;br /&gt;
| Local Communication (UART, I2C, SPI)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Use of a sensor communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.04.2020&lt;br /&gt;
| Radio Technologies (BLE, Thread, NB-IoT, LoRa)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of a radio technology&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |28.04.2020&lt;br /&gt;
| Internet Protocols for IoT (CoAP and MQTT vs. HTTP)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.04.2020&lt;br /&gt;
| Security Threats and Security Requirements&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 50.05.2020&lt;br /&gt;
| Device Management&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of LwM2M&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.05.2020&lt;br /&gt;
| Securing IoT - Communication Security&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Secure IoT communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2020&lt;br /&gt;
| Securing IoT – Hardware Security Technology (TEEs and TrustZone)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use hardware security mechanisms&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.05.2020&lt;br /&gt;
| Securing IoT – Firmware Updates, Secure Boot and Attestation&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Write your own bootloader&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2020&lt;br /&gt;
| Privacy&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |26.05.2020&lt;br /&gt;
| Exam&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6381</id>
		<title>Advanced Computer Networks (Summer 2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6381"/>
		<updated>2020-01-13T07:44:05Z</updated>

		<summary type="html">&lt;p&gt;Xfu: /* Details */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer= [http://www.net.informatik.uni-goettingen.de/?q=people/hannes-tschofenig Dr. Hannes Tschofenig], [http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= [http://www.net.informatik.uni-goettingen.de/?q=people/bangbang-ren, Bangbang Ren]&lt;br /&gt;
|time= Tuesday, Thursdays, 10-12am. (*Note only until 26.05.2020!*)&lt;br /&gt;
|place=Rom:2.101&lt;br /&gt;
|univz=https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&amp;amp;status=init&amp;amp;vmfile=no&amp;amp;publishid=248177&amp;amp;moduleCall=webInfo&amp;amp;publishConfFile=webInfo&amp;amp;publishSubDir=veranstaltung&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce concepts of computer networking related to Internet of Things devices. The goal of the course is to make you feel comfortable designing and secure IoT-based Internet communication. The course gives you an understanding of &lt;br /&gt;
*The hardware used in IoT devices, &lt;br /&gt;
*Embedded software development, &lt;br /&gt;
*Local communication to sensors and actuators, &lt;br /&gt;
*Internet protocols specifically designed for IoT devices,&lt;br /&gt;
*Protocols to manage the lifecycle of IoT devices, &lt;br /&gt;
*Security technologies used on constrained device, and &lt;br /&gt;
*Data protection and privacy.&lt;br /&gt;
There will be exercises and it is mandatory to complete all the exercises to attend the final exam. Each student will be provided with IoT hardware. For software development the preferred tool is a professional IDE developed by Keil. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecture slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Exercise&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2020&lt;br /&gt;
| Introduction to Internet of Things&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.04.2020&lt;br /&gt;
| The Arm Architecture (Cortex M-class vs. Cortex A-class)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Get hardware &amp;amp; software working&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2020&lt;br /&gt;
| Local Communication (UART, I2C, SPI)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Use of a sensor communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.04.2020&lt;br /&gt;
| Radio Technologies (BLE, Thread, NB-IoT, LoRa)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of a radio technology&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |28.04.2020&lt;br /&gt;
| Internet Protocols for IoT (CoAP and MQTT vs. HTTP)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.04.2020&lt;br /&gt;
| Security Threats and Security Requirements&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 50.05.2020&lt;br /&gt;
| Device Management&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of LwM2M&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.05.2020&lt;br /&gt;
| Securing IoT - Communication Security&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Secure IoT communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2020&lt;br /&gt;
| Securing IoT – Hardware Security Technology (TEEs and TrustZone)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use hardware security mechanisms&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.05.2020&lt;br /&gt;
| Securing IoT – Firmware Updates, Secure Boot and Attestation&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Write your own bootloader&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2020&lt;br /&gt;
| Privacy&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |26.05.2020&lt;br /&gt;
| Exam&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6380</id>
		<title>Advanced Computer Networks (Summer 2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6380"/>
		<updated>2020-01-10T12:46:05Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer= [http://www.net.informatik.uni-goettingen.de/?q=people/hannes-tschofenig Dr. Hannes Tschofenig], [http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]&lt;br /&gt;
|ta= [http://www.net.informatik.uni-goettingen.de/?q=people/bangbang-ren, Bangbang Ren]&lt;br /&gt;
|time= Tuesday, Thursdays, 10-12am. (*Note only until 26.05.2020!*)&lt;br /&gt;
|place=Rom:2.101&lt;br /&gt;
|univz=?&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce concepts of computer networking related to Internet of Things devices. The goal of the course is to make you feel comfortable designing and secure IoT-based Internet communication. The course gives you an understanding of &lt;br /&gt;
*The hardware used in IoT devices, &lt;br /&gt;
*Embedded software development, &lt;br /&gt;
*Local communication to sensors and actuators, &lt;br /&gt;
*Internet protocols specifically designed for IoT devices,&lt;br /&gt;
*Protocols to manage the lifecycle of IoT devices, &lt;br /&gt;
*Security technologies used on constrained device, and &lt;br /&gt;
*Data protection and privacy.&lt;br /&gt;
There will be exercises and it is mandatory to complete all the exercises to attend the final exam. Each student will be provided with IoT hardware. For software development the preferred tool is a professional IDE developed by Keil. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecture slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Exercise&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2020&lt;br /&gt;
| Introduction to Internet of Things&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.04.2020&lt;br /&gt;
| The Arm Architecture (Cortex M-class vs. Cortex A-class)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Get hardware &amp;amp; software working&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2020&lt;br /&gt;
| Local Communication (UART, I2C, SPI)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Use of a sensor communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.04.2020&lt;br /&gt;
| Radio Technologies (BLE, Thread, NB-IoT, LoRa)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of a radio technology&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |28.04.2020&lt;br /&gt;
| Internet Protocols for IoT (CoAP and MQTT vs. HTTP)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.04.2020&lt;br /&gt;
| Security Threats and Security Requirements&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 50.05.2020&lt;br /&gt;
| Device Management&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of LwM2M&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.05.2020&lt;br /&gt;
| Securing IoT - Communication Security&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Secure IoT communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2020&lt;br /&gt;
| Securing IoT – Hardware Security Technology (TEEs and TrustZone)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use hardware security mechanisms&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.05.2020&lt;br /&gt;
| Securing IoT – Firmware Updates, Secure Boot and Attestation&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Write your own bootloader&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2020&lt;br /&gt;
| Privacy&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |26.05.2020&lt;br /&gt;
| Exam&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
	<entry>
		<id>https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6377</id>
		<title>Advanced Computer Networks (Summer 2020)</title>
		<link rel="alternate" type="text/html" href="https://wiki.net.informatik.uni-goettingen.de/index.php?title=Advanced_Computer_Networks_(Summer_2020)&amp;diff=6377"/>
		<updated>2020-01-09T12:11:53Z</updated>

		<summary type="html">&lt;p&gt;Xfu: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== Details ==&lt;br /&gt;
{{CourseDetails&lt;br /&gt;
|credits=5ECTS&lt;br /&gt;
|module= M.Inf.1223.Mp OR 3.17: Selected Topics in Advanced Networking (ITIS)&lt;br /&gt;
|lecturer= [http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu], [http://www.net.informatik.uni-goettingen.de/?q=people/hannes-tschofenig Dr. Hannes Tschofenig]&lt;br /&gt;
|ta= [http://www.net.informatik.uni-goettingen.de/?q=people/bangbang-ren, Bangbang Ren]&lt;br /&gt;
|time= Tuesday, Thursdays, 10-12am. (*Note only until 26.05.2020!*)&lt;br /&gt;
|place=Rom:2.101&lt;br /&gt;
|univz=?&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Course description==&lt;br /&gt;
This lecture will introduce concepts of computer networking related to Internet of Things devices. The goal of the course is to make you feel comfortable designing and secure IoT-based Internet communication. The course gives you an understanding of &lt;br /&gt;
*The hardware used in IoT devices, &lt;br /&gt;
*Embedded software development, &lt;br /&gt;
*Local communication to sensors and actuators, &lt;br /&gt;
*Internet protocols specifically designed for IoT devices,&lt;br /&gt;
*Protocols to manage the lifecycle of IoT devices, &lt;br /&gt;
*Security technologies used on constrained device, and &lt;br /&gt;
*Data protection and privacy.&lt;br /&gt;
There will be exercises and it is mandatory to complete all the exercises to attend the final exam. Each student will be provided with IoT hardware. For software development the preferred tool is a professional IDE developed by Keil. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
==Schedule (Tentative)==&lt;br /&gt;
{| {{Prettytable|width=}}&lt;br /&gt;
|-&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Date&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Topic&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecturer&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Lecture slides&#039;&#039;&#039;&lt;br /&gt;
|{{Hl2}} |&#039;&#039;&#039;Exercise&#039;&#039;&#039;&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.04.2020&lt;br /&gt;
| Introduction to Internet of Things&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 16.04.2020&lt;br /&gt;
| The Arm Architecture (Cortex M-class vs. Cortex A-class)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Get hardware &amp;amp; software working&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 21.04.2020&lt;br /&gt;
| Local Communication (UART, I2C, SPI)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Use of a sensor communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 23.04.2020&lt;br /&gt;
| Radio Technologies (BLE, Thread, NB-IoT, LoRa)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of a radio technology&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |28.04.2020&lt;br /&gt;
| Internet Protocols for IoT (CoAP and MQTT vs. HTTP)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 30.04.2020&lt;br /&gt;
| Security Threats and Security Requirements&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 50.05.2020&lt;br /&gt;
| Device Management&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use of LwM2M&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 07.05.2020&lt;br /&gt;
| Securing IoT - Communication Security&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Secure IoT communication&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 12.05.2020&lt;br /&gt;
| Securing IoT – Hardware Security Technology (TEEs and TrustZone)&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| Use hardware security mechanisms&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 14.05.2020&lt;br /&gt;
| Securing IoT – Firmware Updates, Secure Boot and Attestation&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
| &lt;br /&gt;
| Write your own bootloader&lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; | 19.05.2020&lt;br /&gt;
| Privacy&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
| align=&amp;quot;right&amp;quot; |26.05.2020&lt;br /&gt;
| Exam&lt;br /&gt;
| Hannes Tschofenig&lt;br /&gt;
|&lt;br /&gt;
| &lt;br /&gt;
|-&lt;br /&gt;
|}&lt;br /&gt;
&lt;br /&gt;
==Prerequisites==&lt;br /&gt;
* Computer Science I, II; Computer Networks&lt;br /&gt;
&lt;br /&gt;
[[Category:Courses]]&lt;/div&gt;</summary>
		<author><name>Xfu</name></author>
	</entry>
</feed>