536
edits
Advanced topics in mobile and social computing (AToMSC) (Winter 2021/2022): Difference between revisions
Advanced topics in mobile and social computing (AToMSC) (Winter 2021/2022) (view source)
Revision as of 19:24, 27 October 2021
, 27 October 2021→Announcements
| (13 intermediate revisions by the same user not shown) | |||
| Line 4: | Line 4: | ||
|credits=5 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) | |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://www.net.informatik.uni-goettingen.de/?q=people/dr-tingting-yuan, Dr. Tingting Yuan] | |lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]; [http://www.net.informatik.uni-goettingen.de/?q=people/dr-tingting-yuan, Dr. Tingting Yuan]; Weijun Wang [weijun.wang@informatik.uni-goettingen.de] | ||
|ta=[NA] | |ta=[NA] | ||
|time=Thu. 14:00-16:00 | |time=Thu. 14:00-16:00 | ||
| Line 12: | Line 12: | ||
==Announcements== | ==Announcements== | ||
Please contact me by email: tingting.yuan@cs.uni-goettingen.de if you have any questions. | Please contact me by email: weijun.wang@informatik.uni-goettingen.de or tingting.yuan@cs.uni-goettingen.de if you have any questions. | ||
<span style="color:red"> | |||
!!! the first classs is on Oct. 28 14:00-15:00 | |||
online: https://us04web.zoom.us/j/71958302946?pwd=L0hTYmFkVG5jZXo5TU51Q0xYN1VIZz09 | |||
</span>. | |||
==Course Overview== | ==Course Overview== | ||
| Line 34: | Line 38: | ||
==List of Papers == | ==List of Papers == | ||
1. Lightweight and Robust Representation of Economic Scales from Satellite Imagery [https://ojs.aaai.org/index.php/AAAI/article/download/5379/5235] | |||
2. AutoML for Video Analytics with Edge Computing [https://ieeexplore.ieee.org/abstract/document/9488704] | |||
3. Source Compression with Bounded DNN Perception Loss for IoT Edge Computer Vision [https://dl.acm.org/doi/10.1145/3300061.3345448] | |||
4. NN-Meter: Towards Accurate Latency Prediction of Deep-Learning Model Inference on Diverse Edge Devices [https://dl.acm.org/doi/10.1145/3458864.3467882] | |||
5. Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics [https://dl.acm.org/doi/10.1145/3387514.3405874] | |||
6. Deep Interest Network for Click-Through Rate Prediction [https://arxiv.org/pdf/1706.06978.pdf] | |||
7. Energy-Efficient 3D Vehicular Crowdsourcing For Disaster Response by Distributed Deep Reinforcement Learning [https://dl.acm.org/doi/pdf/10.1145/3447548.3467070] | |||
8. Reducing the Service Function Chain Backup Cost over the Edge and Cloud by a Self-Adapting Scheme [https://ieeexplore.ieee.org/document/9312434] | |||
9. Routing on Multiple Optimality Criteria[https://www.lx.it.pt/~jls/publications_ficheiros/RoutingMultipleOptimalCriteria.pdf] | |||
10. Understanding, Detecting and Localizing Partial Failures in Large System Software [https://www.cs.jhu.edu/~huang/paper/omegagen-nsdi20-preprint.pdf] | |||
11. Understanding Lifecycle Management Complexity of Datacenter Topologies [https://www.cs.jhu.edu/~huang/paper/omegagen-nsdi20-preprint.pdf] | |||
==Schedule== | ==Schedule== | ||
W1 | W1(28 Oct.): Open Talk | ||
W2(04 Nov.): Assigenment Topics | |||
W3(11 Nov.): Paper ID: | |||
W4(18 Nov.): Paper ID: | |||
W5(25 Nov.): Paper ID: | |||
W6(02 Dec.): Paper ID: | |||
W7(09 Dec.): Paper ID: | |||
W8(16 Dec.): Paper ID: | |||
W9(06 Jan.): Paper ID: | |||
W10(13 Jan.): Paper ID: | |||
W11(20 Jan.): Paper ID: | |||
Final Presentation | Final Presentation | ||