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Author

Waleed Ejaz

2 papers indexed here

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Sep 2026

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...

Saqlain Razzaq, Musa Ghaffar, Waleed Ejaz · 0 citations
Conference Sep 2026

Quantum Technologies for Next-Generation Wireless Networks: A Tutorial and Roadmap

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 · 0 citations

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