Saqlain Razzaq

Federated Learning and Proximal Policy Optimization for Content Caching in D2D Networks

Device-to-device (D2D) communication networks face challenges in efficient content caching under limited bandwidth, stringent delay requirements, and dynamic user mobility. To address these issues, we propose a federated learning (FL)-enabled hierarchical edge caching framework that integrates three key components: a m...