Communication and Distributed Systems

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

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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.

 

 

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 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