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

== Details ==
{{CourseDetails
|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=[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=[]
|time=Thu. 14:00-16:00
|place=IfI 0.101
|univz=[https://univz.uni-goettingen.de/qisserver//rds?state=verpublish&status=init&vmfile=no&publishid=252283&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung&idcol=k_semester.semid&idval=20201&getglobal=semester&htmlBodyOnly=true]
}}

==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 [[http://user.informatik.uni-goettingen.de/~fu/Paper_Review_Form_ATCN_WS201112.doc 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., [https://ieeexplore.ieee.org/abstract/document/8848469 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., [https://link.springer.com/article/10.1007/s11280-017-0487-4 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., [https://ieeexplore.ieee.org/abstract/document/8367975 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., [http://openaccess.thecvf.com/content_CVPRW_2019/papers/AI%20City/Bai_Traffic_Anomaly_Detection_via_Perspective_Map_based_on_Spatial-temporal_Information_CVPRW_2019_paper.pdf 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., [https://ieeexplore.ieee.org/abstract/document/9051801 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., [https://link.springer.com/chapter/10.1007/978-3-030-15032-7_94 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., [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''') 


* 25 June 2020
**'''Healthcare in Cloud Computing'''
***Nam Bui, et al., [https://dl.acm.org/doi/10.1145/3300061.3345454 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., [https://dl.acm.org/doi/10.1145/3300061.3345433 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., [https://dl.acm.org/doi/10.1145/3300061.3345432 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., [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)
***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]]


*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

[[Category:Courses]]