Advanced topics in mobile and social computing (AToMSC) (Summer 2020)

Details

Workload/ECTS Credits:	5 ECTS
Module:	M.Inf.1222.Mp: Specialization Computer Networks Module Description -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]

Announcements

Due to the recent recommendations in the context of Covid-19, we have to defer the start of the lectures of the course on advanced topics in mobile and social computing (AToMSC) to 23rd April 2020. Currently, this course is scheduled in a purely online, non-face-to-face way. We plan to use some tools and platforms, e.g., zoom or DFNconf. Please register into studIP in advance. The registration deadline is at 23:59 pm on 22nd April 2020. I will announce which tool will be used before our lectures start. Please contact me by email:yali.yuan@informatik.uni-goettingen.de if you have any questions.

Course Overview

The purpose of this seminar is to discuss some advanced topics in computer networks. 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: Essay (5~6 pages, double columns, IEEE format) 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 ~5 minutes Q&A

Schedule

• 23 April 2020
  • Informational Meeting

• 30 April 2020
  • Anomaly Detection for Road Traffic
    • Ming Xu, et al., Anomaly Detection in Road Networks Using Sliding-Window Tensor Factorization, IEEE Transactions on Intelligent Transportation Systems 2019. (Presented by MD Samiur Rahman)

• 7 May 2020
  • Anomaly Detection for Road Traffic
    • Xiangjie Kong, et al., LoTAD: long-term traffic anomaly detection based on crowdsourced bus trajectory data, WWW 2018. (Presented by MD Samiur Rahman)

• 14 May 2020
  • Anomaly Detection for Road Traffic
    • Dinesh Singh, et al., Deep Spatio-Temporal Representation for Detection of Road Accidents Using Stacked Autoencoder, IEEE Transactions on Intelligent Transportation Systems 2019. (Presented by Yachao Yuan)

• 21 May 2020
  • No Lecture

• 28 May 2020
  • Anomaly Detection for Road Traffic
    • Shuai Bai, et al., Traffic Anomaly Detection via Perspective Map based on Spatial-temporal Information Matrix, CVPR Workshop 2019. (Winner ) (Presented by Yachao Yuan)

• 4 June 2020
  • Edge computing and IoT based road safety
    • Dawei Chen, et al., Edge Computing Resources Reservation in Vehicular Networks: A Meta-Learning Approach, IEEE TVT’20. (Presented by Tarjia Alam Nisha)

• 11 June 2020 (Final topics release)
  • Edge computing and IoT based road safety
    • Yoshitaka Shibata, et al., IoT Based Wide Area Road Surface State Sensing and Communication System for Future Safety Driving, AINA'19. (Presented by Tapashi Gosswami)

• 18 June 2020
  • Edge computing and IoT based road safety
    • Mingming Cui, et al., An Efficient and Safe Road Condition Monitoring Authentication Scheme Based on Fog Computing, IEEE IoTJ'19 2018. (Presented by Tapashi Gosswami)

• 25 June 2020
  • Healthcare in Cloud Computing
    • Nam Bui, et al., eBP: A Wearable System For Frequent and Comfortable Blood Pressure Monitoring From User's Ear, ACM MobiCom'19. (Presented by Yunxiao Zhang)

• 2 July 2020
  • Healthcare in Cloud Computing
    • Aidan Curtis, et al., HealthSense: Software-defined Mobile-based Clinical Trials, ACM MobiCom'19. (Presented by Tarjia Alam Nisha)

• 9 July 2020 (Final slides submission)
  • Healthcare in Cloud Computing
    • George Boateng, et al., Experience: Design, Development and Evaluation of a Wearable Device for mHealth Applications, ACM MobiCom'19. (Presented by Yunxiao Zhang)

Final Presentations & Report

• Final Registration in FlexNow: July 9th 2020.

• Final Presentation:
  • Each for ~20 minutes, plus ~10 minutes Q&A

• Final Presentation Slots:
  • 16 July 2020 (14:00-16:00)
    • Kai Jiang, et. al., Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection, IEEE Transactions on Geoscience and Remote Sensing, 2020. (Presented by )

• • • Subhendu Khatuya, Niloy Ganguly, Jayanta Basak, Madhumita Bharde, Bivas Mitra, Certified Robustness to Adversarial Examples with Differential Privacy, SP'19. (Presented by Tapashi Gosswami)
  • 23 July 2020 (14:00-16:00)
    • Yan Wang, et. al., Pseudo-LiDAR From Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving, CVPR'19. (Presented by Emmanuel Charleson Dapaah)

• • • Subhendu Khatuya, Niloy Ganguly, Jayanta Basak, Madhumita Bharde, Bivas Mitra, Certified Robustness to Adversarial Examples with Differential Privacy, SP'19. (Presented by Tapashi Gosswami)

• Final Report:
  • Essay (~6 pages, double column, IEEE format: https://journals.ieeeauthorcenter.ieee.org/create-your-ieee-journal-article/authoring-tools-and-templates/ieee-article-templates/templates-for-transactions/)
  • Due by 23:59pm 20 August 2020