Advanced topics in mobile and social computing (AToMSC) (Winter 2019/2020): Difference between revisions

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* 12 Dec. 2019
* 12 Dec. 2019
**'''Differential Privacy in networks'''
**'''Differential Privacy in networks'''
***Yu, Lei, et al, [https://arxiv.org/pdf/1904.02200.pdf Differentially private model publishing for deep learning], 2019.  ('''Presented by Ihab ALAjeh Ghannam''')
***Abadi, Martin, et al, [https://dl.acm.org/citation.cfm?id=2978318 Deep learning with differential privacy], ACM CCS 2016. ('''Presented by Gosswami, Tapashi''')
***Abadi, Martin, et al, [https://dl.acm.org/citation.cfm?id=2978318 Deep learning with differential privacy], ACM CCS 2016. ('''Presented by Gosswami, Tapashi''')


Line 70: Line 69:


* 19 Dec. 2019
* 19 Dec. 2019
**'''Differential Privacy in networks'''
*** No lecture
***Zhang, Zhikun, et al, [https://dl.acm.org/citation.cfm?id=3243742 Calm: Consistent adaptive local marginal for marginal release under local differential privacy], ACM CCS 2019.  ('''Presented by Ihab ALAjeh Ghannam''')
 






* 09 Jan. 2020
* 09 Jan. 2020
**'''Dynamic Adaptive Streaming over QUIC'''
***No lecture
***Bogle, Jeremy, et al, [https://dl.acm.org/citation.cfm?id=3341302.3342069 TEAVAR: striking the right utilization-availability balance in WAN traffic engineering], ACM Sigcomm 2019.  ('''Presented by Ding-Ze Hu''')




Line 85: Line 81:
* 16 Jan. 2020
* 16 Jan. 2020
**'''Dynamic Adaptive Streaming over QUIC'''
**'''Dynamic Adaptive Streaming over QUIC'''
***Bogle, Jeremy, et al, [https://dl.acm.org/citation.cfm?id=3341302.3342069 TEAVAR: striking the right utilization-availability balance in WAN traffic engineering], ACM Sigcomm 2019.  ('''Presented by Ding-Ze Hu''')
***ELi, Yuliang, et al, [https://dl.acm.org/citation.cfm?id=3342085 HPCC: high precision congestion control], ACM Sigcomm 2019.  ('''Presented by Aytaj Badirova''')  
***ELi, Yuliang, et al, [https://dl.acm.org/citation.cfm?id=3342085 HPCC: high precision congestion control], ACM Sigcomm 2019.  ('''Presented by Aytaj Badirova''')  


Line 108: Line 105:


*Final Presentation Slots:
*Final Presentation Slots:
* 30 Jan. 2020 and 6 Feb. 2020
* 30 Jan. 2020
**'''Object detection in autonomous driving'''
**'''Object detection in autonomous driving'''
***Yan Wang, et. al., [http://openaccess.thecvf.com/content_CVPR_2019/html/Wang_Pseudo-LiDAR_From_Visual_Depth_Estimation_Bridging_the_Gap_in_3D_CVPR_2019_paper.html Pseudo-LiDAR From Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving], CVPR'19.  ('''Presented by ''')  
***Yan Wang, et. al., [http://openaccess.thecvf.com/content_CVPR_2019/html/Wang_Pseudo-LiDAR_From_Visual_Depth_Estimation_Bridging_the_Gap_in_3D_CVPR_2019_paper.html Pseudo-LiDAR From Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving], CVPR'19.  ('''Presented by Emmanuel Charleson Dapaah''')  
**'''Differential Privacy in networks'''
**'''Differential Privacy in networks'''
***Subhendu Khatuya, Niloy Ganguly, Jayanta Basak, Madhumita Bharde, Bivas Mitra, [https://ieeexplore.ieee.org/abstract/document/8835364 Certified Robustness to Adversarial Examples with Differential Privacy], SP'19.  ('''Presented by ''')  
***Subhendu Khatuya, Niloy Ganguly, Jayanta Basak, Madhumita Bharde, Bivas Mitra, [https://ieeexplore.ieee.org/abstract/document/8835364 Certified Robustness to Adversarial Examples with Differential Privacy], SP'19.  ('''Presented by Tapashi Gosswami''')  
* 6 Feb. 2020
**'''Dynamic Adaptive Streaming over QUIC'''
**'''Dynamic Adaptive Streaming over QUIC'''
***Quentin De Coninck, et. al., [https://dlnext.acm.org/doi/abs/10.1145/3341302.3342078 Pluginizing QUIC], INFOCOM 2018.  ('''Presented by ''')
***Vikram Nathan, et, at., [https://dlnext.acm.org/doi/abs/10.1145/3341302.3342077 End-to-end transport for video QoE fairness], SIGCOMM'19.  ('''Presented by Aytaj Badirova''')  
***Vikram Nathan, et, at., [https://dlnext.acm.org/doi/abs/10.1145/3341302.3342077 End-to-end transport for video QoE fairness], SIGCOMM'19.  ('''Presented by ''')  
***Quentin De Coninck UCLouvain, Belgium, et. al., [https://dl.acm.org/citation.cfm?id=3143370 Multipath QUIC: Design and Evaluation], CoNEXT'17.  ('''Presented by   Ding-Ze Hu''')  
***Quentin De Coninck UCLouvain, Belgium, et. al., [https://dl.acm.org/citation.cfm?id=3143370 Multipath QUIC: Design and Evaluation], CoNEXT'17.  ('''Presented by ''')
 
 
 
*Final Presentation Slots:
* 18 July 2019 '''(The course time is from 14:00pm to 18:00pm)'''
**'''Anomaly Detection and IoT Security'''
***Subhendu Khatuya, Niloy Ganguly, Jayanta Basak, Madhumita Bharde, Bivas Mitra, [https://ieeexplore.ieee.org/abstract/document/8486257 ADELE: Anomaly Detection from Event Log Empiricism], INFOCOM 2018.  ('''Presented by Rezai, Masoud''')
***Dang Tu Nguyen, Chengyu Song, Zhiyun Qian, Srikanth V. Krishnamurthy, Edward J. M. Colbert, Patrick McDaniel, [https://dl.acm.org/citation.cfm?id=3281440 IotSan: fortifying the safety of IoT systems], CoNEXT 2018.  ('''Presented by Yuhan Wang''')
***Batiste Le Bars, Argyris Kalogeratos, [https://arxiv.org/abs/1902.04521 A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks], INFOCOM 2019.  ('''Presented by Cong Li''')
**'''Wireless Networks'''
***Ben Zhang, Xin Jin, Sylvia Ratnasamy, John Wawrzynek, Edward A. Lee, [https://dl.acm.org/citation.cfm?id=3230554 AWStream: adaptive wide-area streaming analytics], SIGCOMM 2018.  ('''Presented by Adhatarao, Sripriya Srikant''')
***Yanyuan Qin, Shuai Hao, K. R. Pattipati, Feng Qian, Subhabrata Sen, Bing Wang, Chaoqun Yue, [https://dl.acm.org/citation.cfm?id=3281439 ABR streaming of VBR-encoded videos: characterization, challenges, and solutions], CoNEXT 2018 (Best paper award).  ('''Presented by Fangxi Deng''')
***Li Li, Ke Xu, Tong Li, Kai Zheng, Chunyi Peng, Dan Wang, Xiangxiang Wang, Meng Shen, Rashid Mijumbi, [https://dl.acm.org/citation.cfm?id=3230556 A measurement study on multi-path TCP with multiple cellular carriers on high speed rails], IEEE SIGCOMM 2018.  ('''Presented by Ding-Ze Hu''')  
 
 
 




*Final Report:
*Final Report:
**Essay ( 8~9 pages, single column, IEEE format)
**Essay ( 8~9 pages, single column, IEEE format)
**Due by 23:59pm 30 March 2020
**Due by 23:59pm 5th May 2020


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

Latest revision as of 14:55, 6 April 2020

Details

Workload/ECTS Credits: 5 ECTS
Module: Please refer to below univz.
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 Mobile computing, big data and social computing. This course is a theory-oriented but with practical implications research seminar (5 ECTS), 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, JSAC, TMC, TPDS, TKDD, TKDE, ACM Transactions on Social Computing, SIGCOMM, CoNEXT, SIGMETRICS, INFOCOM, USENIX ATC, MOBICOM, MOBIHOC, MobiSys, Middleware, WWW, KDD, WSDM, ICWSM, SIGIR, CIKM, ASONAM, CIKM, NIPS, AAAI, IJCAI, ICDM, PERCOM, UbiComp, CSCW, ICIS, or from practical systems and case studies.

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

Schedule

  • 24 Oct. 2019
    • Informational Meeting






  • 05 Dec. 2019 (Final presentation topics release)




  • 19 Dec. 2019
      • No lecture


  • 09 Jan. 2020
      • No lecture





  • 23 Jan. 2020
      • Final presentation slides submission before 23:59pm

Final Presentations & Report

  • Final Registration in FlexNow: 23.01.2020.


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



  • Final Report:
    • Essay ( 8~9 pages, single column, IEEE format)
    • Due by 23:59pm 5th May 2020
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