Advanced topics in mobile and social computing (AToMSC) (Summer 2020): Difference between revisions
Jump to navigation
Jump to search
| (13 intermediate revisions by the same user not shown) | |||
| Line 2: | Line 2: | ||
{{CourseDetails | {{CourseDetails | ||
|credits=5 ECTS | |credits=5 ECTS | ||
|module=M.Inf.1222.Mp: Specialization Computer Networks Module Description | |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=[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] | |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=[] | |ta=[] | ||
| Line 73: | Line 73: | ||
* 18 June 2020 | * 18 June 2020 | ||
**'''Edge computing and IoT based road safety''' | **'''Edge computing and IoT based road safety''' | ||
***Mingming Cui, et al., [https://ieeexplore.ieee.org/abstract/document/8758233 An Efficient and Safe Road Condition Monitoring Authentication Scheme Based on Fog Computing], IEEE IoTJ'19 2018. ('''Presented by ''') | ***Mingming Cui, et al., [https://ieeexplore.ieee.org/abstract/document/8758233 An Efficient and Safe Road Condition Monitoring Authentication Scheme Based on Fog Computing], IEEE IoTJ'19 2018. ('''Presented by Tapashi Gosswami''') | ||
| Line 92: | Line 92: | ||
==Final Presentations & Report== | ==Final Presentations & Report== | ||
*Final Registration in '''FlexNow''': | *Final Registration in '''FlexNow''': July 9th 2020. | ||
*Final Presentation: | *Final Presentation: | ||
**Each for ~20 minutes, plus ~ | **Each for ~20 minutes, plus ~10 minutes Q&A | ||
*Final Presentation Slots: | *Final Presentation Slots: | ||
** 16 July 2020 (14:00-16:00) | ** 16 July 2020 (14:00-16:00) | ||
***Kai Jiang, et. al., [https://ieeexplore.ieee.org/abstract/document/9013035?casa_token=0k0F-8RL7KcAAAAA:nSe-Gvs8tzDcAjeQiwej2wkk-384ArB4dR9C24NRKZXT2nGNNiQVcPYC2OAvyedjTnF7t4tkuqY 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., [http://openaccess.thecvf.com/content_cvpr_2018_workshops/w3/html/Wei_Unsupervised_Anomaly_Detection_CVPR_2018_paper.html Unsupervised Anomaly Detection for Traffic Surveillance Based on Background Modeling], CVPR WKS'20. ('''Presented by Yachao Yuan''') | |||
***Gang Sun, et. al., [https://ieeexplore.ieee.org/abstract/document/9089235?casa_token=NxJHK09DG8sAAAAA:HrN8bzDuNRPEqRWLH3qYoUilQo0Z-n_dYdpqYGM7TmTxCMw6E1zVWABEkooKLpH4FYJn4k0Ap4g Blockchain Enhanced High-Confidence Energy Sharing in Internet of Electric Vehicles], IoTJ'20. ('''Presented by Yunxiao Zhang''') | |||
** 23 July 2020 (14:00-16:00) | ** 23 July 2020 (14:00-16:00) | ||
***Alaa Awad Abdellatif, et. al., [https://ieeexplore.ieee.org/abstract/document/8674240?casa_token=_CvnALc3iaYAAAAA:CgmR_hGQFxtYjqZGgUSSgjobXiwq75vlFJSGzbNfOAnLdLvSP8IEsfUNTYmEb0d6H2Mc5JlbuNg Edge Computing for Smart Health: Context-Aware Approaches, Opportunities, and Challenges], IEEE Network, 2019. ('''Presented by Tapashi Gosswami''') | |||
***Liantao Ma, et. al., [https://www.aaai.org/ojs/index.php/AAAI/article/view/5428 ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context], AAAI'20. ('''Presented by Tarjia Alam Nisha''') | |||
[[Category:Courses]] | [[Category:Courses]] | ||
Latest revision as of 12:08, 9 June 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 Yunxiao Zhang)
- 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