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...
Saqlain Razzaq, Musa Ghaffar, Waleed Ejaz· IEEE International Symposium...· 0 citations
Next-generation (NG) wireless networks, including 6G and beyond, are expected to support intelligent, ultra-reliable, and context-aware services under extreme scalability, heterogeneity, and dynamic conditions. Conventional communication, optimization, and learning frameworks face fundamental limitations in addressing...
Sana Sharif, Waleed Ejaz· 2026 IEEE International Conf...· 0 citations
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