Seminar: Communication and Distributed Systems
Organization
- Supervision: Prof. Dr. Torsten Braun
- Coordination: Dr. Antonio Di Maio
- Time: Every Monday, from 13:15 to 15:00
- Location: Room 111, Engehalde E8
Prerequisite
Basic knowledge in computer networks e.g., obtained in the bachelor lecture Computer Networks.
Target Group
BA/MSc students doing a thesis in the CDS group, Ph.D. students, and postdocs of the CDS group.
Content
The seminar is composed of presentations about current research topics that are investigated in the context of Ph.D./Postdoc research activities.
Attendance
Each presenter must prepare three questions about the content of the presentation. The other students will have to attend the talk and upload the answers to the talk's questions on ILIAS before the following Thursday at 23:59 to have their attendance accounted for.
Remarks
- For BA/MSc students who need ECTS points, they may take the seminar as „Proseminar“ or a Master seminar respectively. In this case, the students must give at least one talk and a topic must be agreed upon with the seminar supervisor beforehand. Seminar topics are distributed in the first week of the semester.
- The participation of 80% of the seminar talks is also needed to qualify for ECTS points. Excuses for important reasons (according to article 23 RSL) are accepted, proof is required in such cases. It is mandatory to attend the first class of the semester.
- Presentation titles should be announced no later than 1 week before the presentation. The presenters must forward their slides to the coordinator for publication on ILIAS before their presentation. Please use the Uni Bern template to prepare your presentation.
-
Seminar talks last 20 minutes, followed by a 10-minute Q&A session.
Date | Name | Title |
---|---|---|
16.9.2024 | Eric Samikwa Lucas Pacheco (remote) |
Resource-Aware Split Federated Learning for Non-IID Data Attention-Based FL in Vehicular Networks |
23.9.2024 | Antonio Di Maio Chuyang Gao |
Stochastic Tree-Reduce for Federated Learning FoV Adaptive 360-degree Video Streaming and in-network caching with Network Coding Enabled Named Data Networking |
30.9.2024 |
Sajedeh Norouzi Chen Jinxuan |
Federated learning with Graph Neural Network for channel estimation in mMIMO Efficient Multi-modal beamforming in Internet-of Vehicle (IoV) |
7.10.2024 |
Yamshid Farhat Hexu Xing |
Review of Synthetic Consumption Profile Generation using Generative AI for Network Planning Multi-Agent Reinforcement Learning for Enhanced Network QoS Optimization in XR Environment |
14.10.2024 | Xu Zimu Tofunmi Ajayi |
Zero-shot Personalized Federated Learning (ZSPFL) for PSY monitoring Hierarchical Learning for Network Slice Provisioning |
21.10.2024 | Elham Hasheminejad Solomon Fikadie Wassie |
DERRIC: Decentralized Reinforced RAN Intelligent Controller Orchestration for 6G Networks Service-oriented 6G Network Architecture for Distributed Intelligent and Cloud-native Communication |
28.10.2024 | Fabrice Marggi Sun Mingjing |
Spatial-Temporal Graph Neural Network (ST-GNN) for multimodal traffic demand prediction Online Power Control for Decentralized Multi-Task Learning over Noisy Fading Channel |
4.11.2024 | (no seminar) | (no seminar) |
11.11.2024 | Prof. Alexey Vinel (Karlsruhe Institute of Technology) | Cooperative cars, e-bikes and robots in the world of connected automated mobility |
18.11.2024 | Ivonne Nunez Zahra Khodadadi |
A Privacy-Preserving Federated Learning Approach for Multivariate Energy Consumption in Smart Homes with Temporal Convolutional Network and Global Attention Mechanism (TCN-GAM) Cross-Tier Resource Allocation for Multi-Antenna Relays in Space-Air-Ground Integrated Networks |
25.11.2024 | Dimitris Xenakis Patric Hammler |
Advancing Positioning & Localization
for intelligent mobility services TBD |
2.12.2024 | Amir Dodangeh | Data-Driven Optimization of MTU Settings for Enhanced Throughput and Reduced Delay in Large-Scale VXLANs |
9.12.2024 | Sabyasachi Banik | Creation of a Framework to Train Vertical Federated Learning Models in a Decentralized Fashion |
16.12.2024 | Parris, Simon |
Decentralized Federated Detection Of Network Anomalies In Mobile Networks |