AI-Empowered Networking and Mobile Communications(Summer 2024)
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Details
| Workload/ECTS Credits: | 5ECTS |
| Module: | M.Inf.1223.Mp: Advanced Topics in Computer Networks
B.Inf.1702.Mp: Vertiefung Computersysteme M.Inf.1120.Mp: Mobilkommunikation M.Inf.121.1: Mobilkommunikation I M.Inf.225.Mp: Ausgewählte Themen der Mobilkommunikation Note: You can choose any of them to attend this course, but only one! Please note that enrolling in the same course more than once will not grant additional credits. |
| Lecturer: | Dr. Tingting Yuan, Prof. Xiaoming Fu |
| Teaching assistant: | Fabian Wölk |
| Time: | Thursdays, 10-12am. |
| Place: | IFI 2.101 |
| UniVZ | [] |
Course description
This lecture will introduce advanced concepts of computer networking to interested students. Topics include:
- AI meets Networking
- Segment Routing
- Intelligent Transportation Application based on V2I Networking
- Social Network Analysis
- Multimodal Sentiment Analysis
- Blockchain Technology and its Underlying P2P Networks
- Bio-inspired Networking
- Knowledge Graph and Knowledge Graph Completion
- Deep Learning with Differential Privacy for Image Classification
For each topic, basic structures, features and applied techniques will be taught.
If you have any questions, please contact Fabian Wölk (fabian.woelk@cs.uni-goettingen.de)
Schedule (Tentative)
| Date | Topic | Lecturer | Slides |
| 11.04.2024 (10:00-12:00am) | Introduction | Dr. Tingting Yuan | |
| 18.04.2024 (10:00-12:00am) | AI meets Networking I | Dr. Tingting Yuan | |
| 25.04.2024 | NO LECTURE (GIRL'S DAY) | ||
| 02.05.2024 (10:00-12:00am) | AI meets Networking II | Dr. Tingting Yuan | |
| 09.05.2024 | NO LECTURE (PUBLIC HOLIDAY) | ||
| 16.05.2024 (10:00-12:00am) | Segment Routing I | Fabian Wölk | |
| 23.05.2024 (10:00-12:00am) | Segment Routing II | Fabian Wölk | |
| 30.05.2024 (10:00-12:00am) | Intelligent Transportation Application based on V2I Networking | Yanlong Huang | |
| 06.06.2024 (10:00-12:00am) | Social Network Analysis | Zhengze Li | |
| 13.06.2024 (10:00-12:00am) | From Words to Vision: A Journey Through Multimodal Sentiment Analysis | Wenfang Wu | |
| 20.06.2024 (10:00-12:00am) | Blockchain Technology and its Underlying P2P Networks | Jin Xie | |
| 27.06.2024 (10:00-12:00am) | Bio-inspired Networking | Parisa | |
| 04.07.2024 (10:00-12:00am) | Knowledge Graph and Knowledge Graph Completion | Tong | |
| 11.07.2024 (10:00-12:00am) | Deep Learning with Differential Privacy for Image Classification | Yanru Song | |
| TBD (??:00-??:00am) | Written Examination (Room TBD) |
Prerequisites
- Computer Science I, II; Computer Networks
References=
- Yang, S., N. He, F. Li, and X. Fu, Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms, Singapore: Springer, August 2022.
- James Kurose, Keith Ross, Computer Networking: A Top-Down Approach. 8th Edition, Pearson, June 2021