no code implementations • 27 Nov 2023 • Lorenzo Mario Amorosa, Marco Skocaj, Roberto Verdone, Deniz Gündüz
The ever-increasing demand for high-quality and heterogeneous wireless communication services has driven extensive research on dynamic optimization strategies in wireless networks.
no code implementations • 5 Jul 2023 • Marco Skocaj, Francesca Conserva, Nicol Sarcone Grande, Andrea Orsi, Davide Micheli, Giorgio Ghinamo, Simone Bizzarri, Roberto Verdone
The advent of novel 5G services and applications with binding latency requirements and guaranteed Quality of Service (QoS) hastened the need to incorporate autonomous and proactive decision-making in network management procedures.
no code implementations • 27 Jan 2023 • Marco Skocaj, Pedro Enrique Iturria Rivera, Roberto Verdone, Melike Erol-Kantarci
Federated Learning (FL) has emerged as a promising framework for distributed training of AI-based services, applications, and network procedures in 6G.