IEEE

Parallel Placement of Virtualized Network Functions via Federated Deep Reinforcement Learning

Abstract: Network Function Virtualization (NFV) introduces a new network architecture that offers different network services flexibly and dynamically in the form of Service Function Chains (SFCs), ...
IEEE

Optimizing Resource Fragmentation in Virtual Network Function Placement Using Deep Reinforcement Learning

Abstract: In the 6G wireless era, the strategical deployment of Virtual Network Functions (VNFs) within a network infrastructure that optimizes resource utilization while fulfilling performance ...