Advanced Topics in Mobile Communications (AToMIC) 2018

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

• 25 October 2018
  • Tracking and localization
    • Zhiyuan Lin, Tim Althoff and Jure Leskovec, 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, 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, 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, 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, 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, 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, 360ProbDASH: Improving QoE of 360 Video Streaming Using Tile-based HTTP Adaptive Streaming, ACM MM 2017. (Presented by Gulzaib Amjad)

• 13 December 2018
  • Dynamic Adaptive Streaming over HTTP or HTTP/2
    • Wijnants, Maarten and Marx, Robin and Quax, Peter and Lamotte, Wim, HTTP/2 Prioritization and its Impact on Web Performance, ACM WWW 2018. (Presented by Jonas Hügel)

• 20 December 2018
  • Wireless Content Caching
    • Guo, Peizhen and Hu, Bo and Li, Rui and Hu, Wenjun, FoggyCache: Cross-Device Approximate Computation Reuse, ACM MOBICOM 2018. (Presented by Yachao Shao)

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

• 10 January 2019
  • Wireless Content Caching
    • Xu, Jie and Chen, Lixing and Zhou, Pan, Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks, IEEE INFOCOM 2018. (Presented by Shichang Ding)

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

Final Presentations & Report

• Topics:
  • Wireless Content Caching
  • Dynamic Adaptive Streaming over HTTP or HTTP/2
  • Deep Learning Based Human Activity Recognition
  • Tracking and localization

• Final Presentation:
  • Each for ~20 minutes, plus ~5 minutes Q&A

• Presentation Slots:
• 24 January 2019 (The course time is from 13:50pm to 16:00pm)
  • Wireless Content Caching
    • Soumya Basu, Aditya Sundarrajan, Javad Ghaderi, Sanjay Shakkottai and Ramesh Sitaraman, Adaptive TTL-Based Caching for Content Delivery, IEEE/ACM Transactions on Networking 2018. (Presented by Jonas Hügel)
    • Jie Xu, Lixing Chen and Pan Zhou, Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks, IEEE INFOCOM 2018. (Presented by Cong Li)
  • Deep Learning Based Human Activity Recognition
    • Liangying Peng, Ling Chen, Zhenan Ye and Yi Zhang, 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, 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, Using Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States, ACM UbiComp 2018. (Presented by Shichang Ding)

• 31 January 2019
  • Dynamic Adaptive Streaming over HTTP or HTTP/2
    • Chao Wu, Wenwu Zhu, Qiushi Li and Yaoxue Zhang, Rethinking HTTP Adaptive Streaming with the Mobile User Perception, ACM Multimedia 2017. (Presented by Gulzaib Amjad)
  • Dynamic Adaptive Streaming over HTTP or HTTP/2
    • Erwin Adi, Zubair Baig and Philip Hingston, Stealthy Denial of Service (DoS) attack modelling and detection for HTTP/2 services, Journal of Network and Computer Applications 2018. (Presented by Yuhan Wang)
  • Tracking and localization
    • Andreas Pfrunder, Paulo V. K. Borges, Adrian R. Romero, Gavin Catt and Alberto Elfes, 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, Vernier: Accurate and Fast Acoustic Motion Tracking Using Mobile Devices, IEEE INFOCOM 2018. (Presented by Fangxi Deng)

• Final Report:
  • Essay (8~9 pages, single column)
  • Due by TBD