12 citations · 15 across the 9 of their papers we have counts for
3 papers · 1 filter
On the Specialization of FDRL Agents for Scalable and Distributed 6G RAN Slicing Orchestration
Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti +3
Network slicing enables multiple virtual networks to be instantiated and customized to meet heterogeneous use case requirements over 5G and beyond network deployments. However, mos…
A Collaborative Statistical Actor-Critic Learning Approach for 6G Network Slicing Control
Farhad Rezazadeh, Hatim Chergui, Luis Blanco +2
Artificial intelligence (AI)-driven zero-touch massive network slicing is envisioned to be a disruptive technology in beyond 5G (B5G)/6G, where tenancy would be extended to the fin…
Actor-Critic-Based Learning for Zero-touch Joint Resource and Energy Control in Network Slicing
Farhad Rezazadeh, Hatim Chergui, Loizos Christofi +1
To harness the full potential of beyond 5G (B5G) communication systems, zero-touch network slicing (NS) is viewed as a promising fully-automated management and orchestration (MANO)…