Antonio Di Maio

University of Bern — Switzerland

Engineering · Physical Sciences

13h-index602citations61works1.62yr avg
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Research Topics

Vehicular Ad Hoc Networks (VANETs)(13), IoT and Edge/Fog Computing(10), Opportunistic and Delay-Tolerant Networks(8), Software-Defined Networks and 5G(7), Privacy-Preserving Technologies in Data(7)

Publications61 total

Decentralized Federated Anomaly Detection in Mobile Networks
2025
Proactive Decentralized Multi-Agent Data-Driven Node Relocation for Jammed Mobile Networks
2025
MARC-6G: Multi-Agent Reinforcement Learning for Distributed Context-Aware SFC Deployment and Migration in 6G Networks
2025
Hierarchical Placement Learning for Network Slice Provisioning
2025
Reinforced Fairness-Aware Multi-Agent Self-Organization for 6G Radio Access Network Orchestration
2025
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
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
Service-oriented 6G Network Architecture for Distributed, Intelligent Cloud-native Communication Systems
Open Access CRIS of the University of Bern·2025Open Access
CSTAR-FL: Stochastic Client Selection for Tree All-Reduce Federated Learning
IEEE Transactions on Mobile Computing·2024· 3 cited
Gossip Learning in Edge-Retentive Time-Varying Random Graphs with Node Churn
2024
Throughput - and Cost - Aware Node Relocation for MANET Resiliency Under Jamming Attacks
2024· 1 cited
Drift-Aware Policy Selection for Slice Admission Control
2024
A Distributed Aggregation Approach for Vehicular Federated Learning
IEEE Access·2024Open Access
DFL: Dynamic Federated Split Learning in Heterogeneous IoT
IEEE Transactions on Machine Learning in Communications and Networking·2024· 19 citedOpen Access
TENET: Adaptive Service Chain Orchestrator for MEC-Enabled Low-Latency 6DoF Virtual Reality
IEEE Transactions on Network and Service Management·2023· 10 citedOpen Access
Machine Learning-based Energy Optimisation in Smart City Internet of Things
2023· 4 citedOpen Access
The Upsides of Turbulence: Baselining Gossip Learning in Dynamic Settings
2023· 3 citedOpen Access
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Frequent Co-authors

Torsten Braun(30), Maria Rita Palattella(10), Eric Samikwa(9), Thomas Engel(9), Ridha Soua(7), Gianluca Rizzo(7), Gaetano Manzo(5), Pietro Ferraro(4), Paolo De Natale(4), Eirini Kalogeiton(4), Jesutofunmi Ajayi(4), Negar Emami(4), Joao M. Duarte(3), Leandro A. Villas(3), Lucas Pacheco(3), Alisson Medeiros(3), Augusto Neto(3), Jakob Schärer(3), G. Gagliardi(2), M. Salza(2)