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)
- Anomaly Detection for Road Traffic
- 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)
- Anomaly Detection for Road Traffic
- 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)
- Anomaly Detection for Road Traffic
- 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)
- Anomaly Detection for Road Traffic
- 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)
- Edge computing and IoT based road safety
- 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)
- Edge computing and IoT based road safety
- 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)
- Edge computing and IoT based road safety
- 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)
- Healthcare in Cloud Computing
- 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)
- Healthcare in Cloud Computing
- 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)
- Healthcare in Cloud Computing
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 MD Samiur Rahman)
- Jiayi Wei, et. al., Unsupervised Anomaly Detection for Traffic Surveillance Based on Background Modeling, CVPR WKS'20. (Presented by Yachao Yuan)
- Gang Sun, et. al., Blockchain Enhanced High-Confidence Energy Sharing in Internet of Electric Vehicles, IoTJ'20. (Presented by )
- 16 July 2020 (14:00-16:00)
- 23 July 2020 (14:00-16:00)
- Alaa Awad Abdellatif, et. al., Edge Computing for Smart Health: Context-Aware Approaches, Opportunities, and Challenges, IEEE Network, 2019. (Presented by Tapashi Gosswami)
- Liantao Ma, et. al., ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context, AAAI'20. (Presented by Tarjia Alam Nisha)
- 23 July 2020 (14:00-16:00)
- 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