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Seminar on Internet Technologies (Summer 2021) (view source)

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|credits=5 ECTS (BSc/MSc AI); 5 (ITIS)
|credits=5 ECTS (BSc/MSc AI); 5 (ITIS)
|lecturer=[http://user.informatik.uni-goettingen.de/~fu Prof. Xiaoming Fu]
|lecturer=[http://user.informatik.uni-goettingen.de/~fu Prof. Xiaoming Fu]
|ta =Tingting Yuan [tingting.yuan@cs.uni-goettingen.de] and  [http://www.net.informatik.uni-goettingen.de/people/sripriya%20srikant_adhatarao, Sripriya Srikant Adhatarao]  
|ta =[http://www.net.informatik.uni-goettingen.de/?q=people/jiaquan-zhang MSc. Jiaquan Zhang];
|time=April 12th. Register on ecampus before April 17th.'''Please read this introduction slide [https://docs.google.com/presentation/d/13hmKYBmB4tbTFNeK1GvBAs1qZntMYo75o8ycb1NgYXI/edit?usp=sharing]. If there is any question, please contact teaching assistants.'''
|time=April 12th. '''Please read this introduction slide [https://docs.google.com/presentation/d/13hmKYBmB4tbTFNeK1GvBAs1qZntMYo75o8ycb1NgYXI/edit?usp=sharing]. If there is any question, please contact teaching assistants.'''
|place=Through Zoom, waiting link
|place=Through Zoom, waiting link
|univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=266853&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung]
|univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=266853&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung]
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==Announcement==
==Announcement==
Our final presentation will be held on 24th Jun. 2021 (14:00-18:00) throught Meetings in StudIP.
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.
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.


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==Schedule==
==Schedule==
* '''17th Apr. 2021 ''': Deadline for registration the course
* '''17th Apr. 2021 ''': Deadline for registration the course
* '''16th Jun. 2021 ''': Deadline for registration to attend the final presentation
* '''23h Jun. 2021 ''': Deadline for registration to attend the final presentation
* '''24th Jun. 2021 (14:00-18:00)''' : Final Presentations online (waiting for the link)
* '''24th Jun. 2021 (14:00-18:00)''' : Final Presentations online (Throught Meetings in StudIP)
* '''24th Aug. 2021 (23:59) ''': Deadline for submission of the report (should be sent to the topic adviser!).
* '''24th Aug. 2021 (23:59) ''': Deadline for submission of the report (should be sent to the topic adviser!).


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|{{Hl2}} |'''Readings'''
|{{Hl2}} |'''Readings'''
|{{Hl2}} |'''Available'''
|{{Hl2}} |'''Available'''
|-
|Graph deep reinforcement learning
| In this topic, you will study how Graph Neural Networks  (GNNs) work for Deep Reinforcement Learning.
| Basic programming knowledge, Basic machine learning knowledge
| [Tingting Yuan, tingting.yuan@cs.uni-goettingen.de]
|[https://arxiv.org/pdf/1810.09202.pdf]
| Yes
|-
|-
|Event detection from microblog
|Event detection from microblog
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| [Tingting Yuan, tingting.yuan@cs.uni-goettingen.de]
| [Tingting Yuan, tingting.yuan@cs.uni-goettingen.de]
|[https://dl.acm.org/doi/10.1145/3377939],[https://dl.acm.org/doi/10.1145/3184558.3186338],[https://ieeexplore.ieee.org/document/9094110],[https://dl.acm.org/doi/10.1145/3161193],[https://link.springer.com/chapter/10.1007%2F978-981-13-2922-7_7]
|[https://dl.acm.org/doi/10.1145/3377939],[https://dl.acm.org/doi/10.1145/3184558.3186338],[https://ieeexplore.ieee.org/document/9094110],[https://dl.acm.org/doi/10.1145/3161193],[https://link.springer.com/chapter/10.1007%2F978-981-13-2922-7_7]
| Yes
| No
|-
|-
|-
|-
|QoE modelling
|QoE modelling
| In this topic, you will explore how Quality of Experience (QoE) is modelled in networking with machine learning.
| In this topic, you will explore how Quality of Experience (QoE) is modelled for multimedia services with machine learning.
| Basic programming knowledge, Basic machine learning knowledge
| Basic programming knowledge, Basic machine learning knowledge
| [Tingting Yuan, tingting.yuan@cs.uni-goettingen.de]
| [Tingting Yuan, tingting.yuan@cs.uni-goettingen.de]
|[https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8922616]
[https://bib.irb.hr/datoteka/1055654.MultimediaQoE.pdf]
[https://www.etsi.org/deliver/etsi_tr/102600_102699/102643/01.00.01_60/tr_102643v010001p.pdf]
[https://arxiv.org/pdf/2007.10878.pdf]
| No
|-
| The maximum throughput problem in quantum entangle routing
| In this topic, you will study the entanglement routing problem in a quantum network, which is a novel network built on quantum mechanics.
| Basic programming knowledge, Basic mathematical programming knowledge
| [Bangbang Ren, renbangbang15@gmail.com]
|[https://dl.acm.org/doi/10.1145/3387514.3405853]
| Yes
|-
| Sensing for flood detection
| You will study methods to monitor water bodies (e.g. rivers) with sensors and how their data can be analyzed to detect upcoming floods and identify affected areas.
| Basic machine learning knowledge
| Fabian Wölk, fabian.woelk@cs.uni-goettingen.de]
|
| No
|-
| Modelling and simulations of floods
| You will study methods to model and simulate flood flows and how this can be used to identify affected areas of potential floods.
| Basic machine learning knowledge, Basic mathematical knowledge (knowledge in numerical mathematics can be advantageous)
| Fabian Wölk, fabian.woelk@cs.uni-goettingen.de]
|
| Yes
|-
| Super-resolution technique for efficient video delivery
| Super-resolution (SR) is one of the fundamental tasks in Computer vision. You will learn how to train and use it.
|Data Science and Computer Vision background, as well as programming skills like Python.
|Weijun Wang [weijun.wang@informatik.uni-goettingen.de]
|
|
| Yes
| Yes
|-
|-
 
|A survey of smart metering and energy grid: Principles, Standards, and Open issues (Assigned)
 
| In this topic, you will study and analyze the existing and upcoming energy grid, smart metering and related standards.
| Basic computer networks knowledge
| Jiaquan Zhang
|
| No
|-
|}
|}


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* Give a short outlook on potential future developments.
* Give a short outlook on potential future developments.


The report must be written in English according to common guidelines for scientific papers, between 12 and 15 pages of content (excluding the table of content, bibliography, etc.).
The report must be written in English according to common guidelines for scientific papers, between 12 and 15 pages of content (excluding bibliography, etc.).
Please note that you can not directly copy content from papers or webpages, as this will be considered plagiarism. All quoted images and tables need to indicate their source.
Please note that you can not directly copy content from papers or webpages, as this will be considered plagiarism. All quoted images and tables need to indicate their source.


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