Advanced Topics in Mobile Communications (AToMIC) 2018: Difference between revisions

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|credits=5 ECTS
|credits=5 ECTS
|module=M.Inf.223: Seminar Telematik III ''-or-'' M.Inf.224: Seminar Computernetzewerke II (old Regulations) ''-or-'' 3.10: Advanced Topics in Internet Research (II)(ITIS); M.Inf.1223 (new Regulations)
|module=M.Inf.223: Seminar Telematik III ''-or-'' M.Inf.224: Seminar Computernetzewerke II (old Regulations) ''-or-'' 3.10: Advanced Topics in Internet Research (II)(ITIS); M.Inf.1223 (new Regulations)
|lecturer=[http://www.net.informatik.uni-goettingen.de/people/xu_chen Dr. Xu Chen]
|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]
|ta=[http://www.net.informatik.uni-goettingen.de/people/lingjun_pu Mr. Lingjun Pu]
|ta=[]
|time=Fri 10:15-11:45
|time=Thu. 14:00-16:00
|place=IfI 3.101
|place=IfI 0.101
|univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=236747&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung]
|univz=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=236747&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung&noDBAction=y&init=y]
}}
}}


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* Final Report
* Final Report


The material in the seminar is mainly drawn from the research literature in top tier journals/conferences, like ToN,TMC, TPDS, SIGCOMM, SIGMETRICS, INFOCOM, MOBICOM, MOBIHOC, WWW, CoNEXT.
The material in the seminar is mainly drawn from the research literature in top journals/conferences, like ToN,TMC, TPDS, SIGCOMM, SIGMETRICS, INFOCOM, MOBICOM, MOBIHOC, WWW, CoNEXT.


==Requirements==
==Requirements==
Line 23: Line 23:
** Pros AND cons of the paper (your conclusion)  
** Pros AND cons of the paper (your conclusion)  
** '''NOTE!! Every participant should provide the paper review BEFORE the seminar (23:59 Wednesday). => the review form is available at [[http://user.informatik.uni-goettingen.de/~fu/Paper_Review_Form_ATCN_WS201112.doc Paper_Review_Form_ATCN_WS201112.doc]]
** '''NOTE!! Every participant should provide the paper review BEFORE the seminar (23:59 Wednesday). => the review form is available at [[http://user.informatik.uni-goettingen.de/~fu/Paper_Review_Form_ATCN_WS201112.doc Paper_Review_Form_ATCN_WS201112.doc]]
* During each weekly seminar, four participants are assigned for presenting the papers (each presentation for ~20 minutes, plus ~10 minutes discussions). And the list of pros and cons is discussed by all the participants.
* During each weekly seminar, one participant is assigned for presenting the paper (each presentation for ~30 minutes). And the list of pros and cons is discussed by all the participants.
* In the end of the semester, everyone is requested to pick a topic and prepare:
* In the middle of the semester, everyone is requested to pick a topic and prepare:
** Final report: prepare an essay (12~15 pages) for your chosen research topic, which contains a comprehensive literature survey + a detailed discussion of some key enabling technologies
** Final report: prepare an essay (8~9 pages, single column) for your chosen research topic, which contains a comprehensive literature survey + a detailed discussion of some key enabling technologies
** Final presentation: each presentation for ~30 minutes, plus ~10 minutes Q&A
** Final presentation: each presentation for ~20 minutes, plus ~10 minutes Q&A


==Presentation Schedule==
==Presentation Schedule==
Line 32: Line 32:


==Schedule==
==Schedule==
* 17 April 2015
* 18 October 2018
**Informational Meeting
**Informational Meeting


* 25 October 2018
**'''Tracking and localization'''
***Zhiyuan Lin, Tim Althoff and Jure Leskovec, [https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5959281/pdf/nihms958397.pdf I’ll Be Back: On the Multiple Lives of Users of a Mobile Activity Tracking Application], ACM WWW 2018. ('''Presented by Cong Li''')
* 1 November 2018
**'''Tracking and localization'''
***Dongyao Chen, Kang G. Shin, Yurong Jiang and Kyu-Han Kim, [https://dl.acm.org/citation.cfm?id=3143385 Locating and Tracking BLE Beacons with Smartphones], ACM CoNEXT 2018.  ('''Presented by Robert Tasik''')
* 8 November 2018
**'''Deep Learning Based Human Activity Recognition'''
***Krishna, Kundan and Jain, Deepali and Mehta, Sanket V and Choudhary, Sunav, [https://dl.acm.org/citation.cfm?id=3161201 An LSTM Based System for Prediction of Human Activities with Durations], ACM  UbiComp 2018.  ('''Presented by Yuhan Wang''')
* 15 November 2018
**'''Deep Learning Based Human Activity Recognition'''
***Fang, Biyi and Zeng, Xiao and Zhang, Mi, [https://dl.acm.org/citation.cfm?id=3241559 NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision], ACM MOBICOM 2018.  ('''Presented by Fangxi Deng''')
* 22 November 2018
**'''Deep Learning Based Human Activity Recognition'''
***He, Ying and Yu, F Richard and Zhao, Nan and Leung, Victor CM and Yin, Hongxi, [https://dl.acm.org/citation.cfm?id=3143385 Software-Defined Networks with Mobile Edge Computing and Caching for Smart Cities: A Big Data Deep Reinforcement Learning Approach], IEEE Communications Magazine 2017.  ('''Presented by Tasnia Ashrafi Heya''')
* 29 November 2018
**'''Dynamic Adaptive Streaming over HTTP or HTTP/2'''
***Petrangeli, Stefano and Swaminathan, Viswanathan and Hosseini, Mohammad and De Turck, Filip, [https://dl.acm.org/citation.cfm?id=3123453 An HTTP/2-Based Adaptive Streaming Framework for 360° Virtual Reality Videos], ACM MM 2017.  ('''Presented by Jiaquan Zhang''')
* 6 December 2018
**'''Dynamic Adaptive Streaming over HTTP or HTTP/2'''
***Xie, Lan and Xu, Zhimin and Ban, Yixuan and Zhang, Xinggong and Guo, Zongming, [https://dl.acm.org/citation.cfm?id=3123291 360ProbDASH: Improving QoE of 360 Video Streaming Using Tile-based HTTP Adaptive Streaming], ACM MM 2017.  ('''Presented by Gulzaib Amjad''')




* 24 April 2015 & 1 May 2015 [Holiday]
**No Lecture, Paper pre-reading by students


* 13 December 2018
**'''Dynamic Adaptive Streaming over HTTP or HTTP/2'''
***Abdelhak Bentaleb, Alic. Begen, Saad Harous and Roger Zimmermann, [https://dl.acm.org/citation.cfm?id=3240589 A Distributed Approach for Bitrate Selection in HTTP Adaptive Streaming], ACM MM 2018.  ('''Presented by Jiaquan Zhang''') (This paper is '''only for Jiaquan Zhang'''. Other students '''do not''' need to submit review report.)
***Wijnants, Maarten and Marx, Robin and Quax, Peter and Lamotte, Wim, [https://uhdspace.uhasselt.be/dspace/handle/1942/26049 HTTP/2 Prioritization and its Impact on Web Performance], ACM WWW 2018.  ('''Presented by Jonas Hügel''')


* 8 May 2015
**'''Mobile Data Offloading & Device-to-Device Communication'''
***Wenjie Hu and Guohong Cao, [http://mcn.cse.psu.edu/paper/wenjie-hu/mobihoc-wenjie14.pdf Quality-Aware Traffic Offloading in Wireless Networks], ACM Mobihoc 2014. ('''Presented by Argianto Rahartomo''')
***Kyunghan Lee, Joohyun Lee, Yung Yi, Injong Rhee, and Song Chong, [http://netsys.kaist.ac.kr/publication/%5BA%5DMobileDataOffloading.pdf Mobile Data Offloading: How Much Can WiFi Deliver?], IEEE/ACM TON 2013.  ('''Presented by Fitria Nilamsari''')
***George Iosifidis, Lin Gao, Jianwei Huang, and Leandros Tassiulas, [http://georgeiosifidis.net/wp-content/uploads/2011/03/DataOffloading_IDA_CR.pdf An Iterative Double Auction Mechanism for Mobile Data Offloading], IEEE Wiopt 2013. ('''Presented by Xi Wang''')
***Wei Gao, Qinghua Li, Bo Zhao and Guohong Cao, [http://web.eecs.utk.edu/~weigao/publications/mobihoc09.pdf Multicasting in Delay Tolerant Networks: A Social Network Perspective],  ACM MOBIHOC 2009. ('''Presented by Olga Smirnova''')


* 20 December 2018
**'''Wireless Content Caching'''
***Guo, Peizhen and Hu, Bo and Li, Rui and Hu, Wenjun, [https://dl.acm.org/citation.cfm?id=3241557 FoggyCache: Cross-Device Approximate Computation Reuse], ACM MOBICOM 2018.  ('''Presented by Yachao Shao''')


* 15 May 2015
**'''Wireless Content Caching & Device-to-Device Communication'''
***Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, and Giuseppe Caire, [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6195469 FemtoCaching: Wireless video content delivery through distributed caching helpers], IEEE INFOCOM 2012.  ('''Presented by Giovanna Parra''')
***LXiaofei Wang, Min Chen, Tarik Taleb, Adlen Ksentini, and Victor C. M. Leung, [ftp://213.176.96.142/ieeea507754e-00be-20141124033230.pdf Cache in the Air: Exploiting Content Caching and Delivery Techniques for 5G Systems], IEEE Communications Magazine 2014.  ('''Presented by Argianto Rahartomo''')
***Konstantinos Poularakis, George Iosifidis, Antonios Argyriou, and Leandros Tassiulas, [http://antoniosargyriou.net/papers/cnf_2014_infocom.pdf Video Delivery over Heterogeneous Cellular Networks: Optimizing Cost and Performance], IEEE INFOCOM 2014. ('''Presented by Fitria Nilamsari''')
***Xinzhou Wu, Saurabha Tavildar, Sanjay Shakkottai, Tom Richardson, Junyi Li, Rajiv Laroia, Aleksandar Jovicic, [http://users.ece.utexas.edu/~shakkott/Pubs/flashlinq-full.pdf FlashLinQ: A Synchronous Distributed Scheduler for Peer-to-Peer Ad Hoc Networks],  IEEE/ACM Transactions Networking 2013.  ('''Presented by Xi Wang''')




* 22 December 2018 & 06 January 2019[Holiday]
**No Lecture, Paper pre-reading by students


* 22 May 2015
**'''Wireless Data Center & Device-to-Device Communication'''
***Ji-Yong Shin, Emin Gün Sirer, Hakim Weatherspoon, and Darko Kirovski, [https://www.cs.princeton.edu/courses/archive/fall12/cos561/papers/wirelessDC-ancs12.pdf On the Feasibility of Completely Wireless Datacenters], ANCS 2012.  ('''Presented by Olga Smirnova''')
***Xia Zhou, Zengbin Zhang, Yibo Zhu, Yubo Li, Saipriya Kumar, Amin Vahdat, Ben Y. Zhao and Haitao Zheng, [http://www.cs.ucsb.edu/~htzheng/publications/pdfs/beam3d-sigcomm12.pdf Mirror Mirror on the Ceiling: Flexible Wireless Links for Data Centers], ACM SIGCOMM 2012. ('''Presented by Giovanna Parra''')
***Navid Hamedazimi, Zafar Qazi, Himanshu Gupta, Vyas Sekar, Samir R. Das, Jon P. Longtin, Himanshu Shah, and Ashish Tanwer, [http://www3.cs.stonybrook.edu/~zaqazi/sigcomm14_firefly.pdf FireFly: A Reconfigurable Wireless Data Center Fabric Using Free-Space Optics], IEEE ICDCS 2014. ('''Presented by Argianto Rahartomo''')
***Navid Abedini Swetha Sampath Rajarshi Bhattacharyya Suman Paul and Srinivas Shakkotta, [http://dl.acm.org/citation.cfm?id=2491308 Realtime Streaming with Guaranteed QoS over Wireless D2D Networks], ACM MOBIHOC 2013. ('''Presented by Fitria Nilamsari''')




* 29 May 2015
* 10 January 2019
**'''Mobile Cloud Computing'''
**'''Wireless Content Caching'''
***Cong Shi, Karim Habak, Pranesh Pandurangan, Mostafa Ammar, Mayur Naik, and Ellen Zegura, [http://dl.acm.org/citation.cfm?id=2632958 COSMOS: Computation Offloading as a Service for Mobile Devices], ACM Mobihoc 2014.  ('''Presented by Xi Wang''')
***Xu, Jie and Chen, Lixing and Zhou, Pan, [https://arxiv.org/abs/1801.05868 Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks], IEEE INFOCOM 2018.  ('''Presented by Shichang Ding''')  
***Marco V. Barbera, Sokol Kosta, Alessandro Mei, and Julinda Stefa, [http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6566921 To Offload or Not to Offload? The Bandwidth and Energy Costs of Mobile Cloud Computing], IEEE INFOCOM 2013. ('''Presented by Olga Smirnova''')
***Cong Shi, Vasileios Lakafosis, Mostafa Ammar, and Ellen Zegura, [http://dl.acm.org/citation.cfm?id=2248394 Serendipity: Enabling Remote Computing among Intermittently Connected Mobile Devices], IEEE Mobihoc 2012.  ('''Presented by Giovanna Parra''')






* 30 May 2015 ~ 16 July 2015
* 11 January 2019~ 31 January 2019
**Final presentation and report preparation
**Final presentation and report preparation


==Final Presentations & Report==
==Final Presentations & Report==
*Final Registration in '''FlexNow''': '''15th January 2019'''.
*Topics:
*Topics:
**Mobile Cloud Computing
**Mobile Data Offloading
**Wireless Data-Center Networking
**Wireless Content Caching
**Wireless Content Caching
**Device-to-Device Communication
**Dynamic Adaptive Streaming over HTTP or HTTP/2
**Deep Learning Based Human Activity Recognition
**Tracking and localization
 
 
 
*Pre-Presentation (Rehearsal):
* 17 January 2019 '''(All students are required to come this time except the special case. Otherwise, you can not attend the final presentation.)'''
***All students are divided into three group. Group 1: Jonas Hügel, Cong Li and Yachao Shao. Group 2: Tasnia Ashrafi Heya, Shichang Ding and Yuhan Wang. Group 3: Gulzaib Amjad, Robert Tasik and Fangxi Deng. From 14:00pm to 14:30pm, students within the group will help each other to check presentations. After that, we will discuss together for all students. '''Please take your laptop or your print version PPT to this course.'''
 




*Final Presentation:
*Final Presentation:
**Each for ~30 minutes, plus ~10 minutes Q&A
**Each for ~20 minutes, plus ~5 minutes Q&A ('''Please make sure that your presentation time is within 20 minutes''')
**10 July 2015
 
**Presentation Slots:
 
***S1: Argianto Rahartomo
 
***S2: Fitria Nilamsari
*Final Presentation Slots:
***S3: Xi Wang
* 24 January 2019 '''(The course time is from 13:50pm to 16:00pm)'''
***S4: Olga Smirnova
**'''Dynamic Adaptive Streaming over HTTP or HTTP/2'''
***S5: Giovanna Parra
***Chao Wu, Wenwu Zhu, Qiushi Li and Yaoxue Zhang, [https://dl.acm.org/citation.cfm?id=3123357 Rethinking HTTP Adaptive Streaming with the Mobile User Perception], ACM Multimedia 2017.  ('''Presented by Gulzaib Amjad''')
***Erwin Adi, Zubair Baig and Philip Hingston, [https://www.sciencedirect.com/science/article/pii/S1084804517301637 Stealthy Denial of Service (DoS) attack modelling and detection for HTTP/2 services], Journal of Network and Computer Applications 2018.  ('''Presented by Yuhan Wang''')
**'''Deep Learning Based Human Activity Recognition'''
***Liangying Peng, Ling Chen, Zhenan Ye and Yi Zhang, [https://dl.acm.org/citation.cfm?id=3214277 AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors], ACM UbiComp 2018.  ('''Presented by Yachao Shao''')
***Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu su and Tarek Abdelzaher, [https://dl.acm.org/citation.cfm?id=3264954 SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework], ACM UbiComp 2018.  ('''Presented by Tasnia Ashrafi Heya''')
***Abhinav Mehrotra and Mirco Musolesi, [https://dl.acm.org/citation.cfm?id=3264937 Using Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States], ACM UbiComp 2018.  ('''Presented by Shichang Ding''')
 
 
 
* 31 January 2019
**'''Wireless Content Caching'''
***Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai and Ramesh Sitaraman, [https://ieeexplore.ieee.org/abstract/document/8337092 Adaptive TTL-Based Caching for Content Delivery], IEEE/ACM Transactions on Networking 2018.  ('''Presented by Jonas Hügel''')
***Jie Xu, Lixing Chen and Pan Zhou, [https://arxiv.org/abs/1801.05868 Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks], IEEE INFOCOM 2018.  ('''Presented by Cong Li''')
**'''Tracking and localization'''
***Andreas Pfrunder, Paulo V. K. Borges, Adrian R. Romero, Gavin Catt and Alberto Elfes, [https://ieeexplore.ieee.org/abstract/document/8206083 Real-time autonomous ground vehicle navigation in heterogeneous environments using a 3D LiDAR], IEEE IROS 2017.  ('''Presented by Robert Tasik''')
***Yunting Zhang, Jiliang Wang, Weiyi Wang, Zhao Wang and Yunhao Liu, [https://ieeexplore.ieee.org/abstract/document/8486365 Vernier: Accurate and Fast Acoustic Motion Tracking Using Mobile Devices], IEEE INFOCOM 2018.  ('''Presented by Fangxi Deng''')






*Final Report:
*Final Report:
**Essay (12~15 pages) for a comprehensive literature survey of the chosen topic (Template:[ftp://ftp.springer.de/pub/tex/latex/llncs/latex2e/llncs2e.zip])
**Essay (5~6 pages, double columns, IEEE format)
**Due by 1 September 2015
**Due by 23:59pm 28 Feb. 2019


[[Category:Courses]]
[[Category:Courses]]

Latest revision as of 13:18, 7 January 2019

Details

Workload/ECTS Credits: 5 ECTS
Module: M.Inf.223: Seminar Telematik III -or- M.Inf.224: Seminar Computernetzewerke II (old Regulations) -or- 3.10: Advanced Topics in Internet Research (II)(ITIS); M.Inf.1223 (new Regulations)
Lecturer: Prof. Xiaoming Fu; Dr. Yali Yuan
Teaching assistant: []
Time: Thu. 14:00-16:00
Place: IfI 0.101
UniVZ [1]


Course Overview

The purpose of this seminar is to discuss some advanced topics in wireless and mobile communication and networking. This course is a theory-oriented research seminar (5 ECTS, 2 SWS), held on a weekly base and comprising the following components:

  • Weekly Presentation + Weekly Paper Reading and Discussion
  • Final Presentation
  • Final Report

The material in the seminar is mainly drawn from the research literature in top journals/conferences, like ToN,TMC, TPDS, SIGCOMM, SIGMETRICS, INFOCOM, MOBICOM, MOBIHOC, WWW, CoNEXT.

Requirements

  • Each participant is required to read the assigned paper before the seminar and prepare the review of the paper, which should include the following parts:
    • Summary of the paper
    • Pros AND cons of the paper (your conclusion)
    • NOTE!! Every participant should provide the paper review BEFORE the seminar (23:59 Wednesday). => the review form is available at [Paper_Review_Form_ATCN_WS201112.doc]
  • During each weekly seminar, one participant is assigned for presenting the paper (each presentation for ~30 minutes). And the list of pros and cons is discussed by all the participants.
  • In the middle of the semester, everyone is requested to pick a topic and prepare:
    • Final report: prepare an essay (8~9 pages, single column) for your chosen research topic, which contains a comprehensive literature survey + a detailed discussion of some key enabling technologies
    • Final presentation: each presentation for ~20 minutes, plus ~10 minutes Q&A

Presentation Schedule

TBD

Schedule

  • 18 October 2018
    • Informational Meeting











  • 22 December 2018 & 06 January 2019[Holiday]
    • No Lecture, Paper pre-reading by students



  • 11 January 2019~ 31 January 2019
    • Final presentation and report preparation

Final Presentations & Report

  • Final Registration in FlexNow: 15th January 2019.
  • Topics:
    • Wireless Content Caching
    • Dynamic Adaptive Streaming over HTTP or HTTP/2
    • Deep Learning Based Human Activity Recognition
    • Tracking and localization


  • Pre-Presentation (Rehearsal):
  • 17 January 2019 (All students are required to come this time except the special case. Otherwise, you can not attend the final presentation.)
      • All students are divided into three group. Group 1: Jonas Hügel, Cong Li and Yachao Shao. Group 2: Tasnia Ashrafi Heya, Shichang Ding and Yuhan Wang. Group 3: Gulzaib Amjad, Robert Tasik and Fangxi Deng. From 14:00pm to 14:30pm, students within the group will help each other to check presentations. After that, we will discuss together for all students. Please take your laptop or your print version PPT to this course.


  • Final Presentation:
    • Each for ~20 minutes, plus ~5 minutes Q&A (Please make sure that your presentation time is within 20 minutes)




  • Final Report:
    • Essay (5~6 pages, double columns, IEEE format)
    • Due by 23:59pm 28 Feb. 2019
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