Torsten Braun

University of Bern — Switzerland

Computer Science · Physical Sciences

43h-index7.8kcitations599works2.02yr avg
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Research Topics

Caching and Content Delivery(125), Opportunistic and Delay-Tolerant Networks(122), Mobile Ad Hoc Networks(107), Energy Efficient Wireless Sensor Networks(81), Network Traffic and Congestion Control(81)

Publications599 total

Dynamic Adaptive Federated Learning for mmWave Sector Selection
arXiv (Cornell University)·2025Open Access
Hierarchical Placement Learning for Network Slice Provisioning
2025
Reinforced Fairness-Aware Multi-Agent Self-Organization for 6G Radio Access Network Orchestration
2025
Lightweight Graph Neural Networks for Enhanced 5G NR Channel Estimation
2025· 1 cited
FLATWISE: Flow Latency and Throughput Aware Sensitive Routing for 6DoF VR Over SDN
IEEE Transactions on Network and Service Management·2025Open Access
Hierarchical Placement Learning for Network Slice Provisioning
arXiv (Cornell University)·2025Open Access
Lightweight Graph Neural Networks for Enhanced 5G NR Channel Estimation
arXiv (Cornell University)·2025Open Access
Proactive Planning of Low-Voltage Networks for the Energy Transition: Benefits Demonstrated in a Large Real Case Study
2025
DRFSL: Deep Reinforced Federated Split Learning for Multi-Modal Beamforming in IoV
2025
Dynamic Adaptive Federated Learning for mmWave Sector Selection
2025
FedAttention: Federated Attention-Based Fusion Learning for Multi-Modal Beamforming in IoV
2025
SMART: Sim2Real Meta-Learning-Based Training for mmWave Beam Selection in V2X Networks
IEEE Transactions on Mobile Computing·2025
Dual-Engine Intelligent Caching: A Joint Optimization Framework for 360° Mobile VR Video Edge Caching
IEEE Journal on Selected Areas in Communications·2025· 2 cited
Two-Stage Hybrid Edge Caching Framework for 360° VR Video
2025
Decentralized Federated Learning for GNN-Based Channel Estimation With DM-RS in O-RAN
2025· 1 cited
Deep Reinforcement Learning for Context-Aware Online Service Function Chain Deployment and Migration over 6G Networks
2025· 3 citedOpen Access
Data-Driven Orchestration for Distributed RAN Intelligent Controller Placement in 6G Networks
2025
DERRIC: Decentralized Reinforced RAN Intelligent Controller Orchestration for 6G Networks
2025· 1 cited
A Hybrid Network for Extended Reality Environments
IEEE Transactions on Multimedia·2025
CSTAR-FL: Stochastic Client Selection for Tree All-Reduce Federated Learning
IEEE Transactions on Mobile Computing·2024· 3 cited
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Frequent Co-authors

Zhongliang Zhao(12), Marc Heissenbüttel(5), Eryk Schiller(5), Zan Li(5), Markus Wälchli(4), Leandro A. Villas(4), Navid Nikaein(4), Ruy de Oliveira(4), Philipp Hurni(4), Dênis Rosário(4), Eduardo Cerqueira(4), Thomas Bernoulli(3), Islam Alyafawi(3), Thomas Staub(3), Markus Anwander(3), Mário Gerla(3), Xiaohui Zhao(3), Fausto Guzzo da Costa(2), Gustavo Pessin(2), Jó Ueyama(2)