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Author

Bouziane Brik

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Open access 2026

Deep Learning for Optimizing Virtual Resources Allocation in MEC-based UAV Environments

A virtualization-aware MEC framework that integrates GRU-based CPU and memory demand forecasting with dynamic virtual resource allocation in UAV-assisted environments and shows the effectiveness of proactive virtualization-aware orchestration for the UAV-assisted MEC systems is proposed.

Khadidja Zairi, Bouziane Brik, Younes Guellouma et al. · 0 citations
Review Jul 2026

LLM-Powered Agentic AI for 5G/6G Networks: A Tutorial and Survey on Architectures, Protocols, and Standardization

A two-part tutorial-and-survey is presented that formalises the control, management, and AI-native planes of 5G and 6G, and maps agentic capabilities onto 5G/6G control surfaces, standardization, and major 6G initiatives.

Mazene Ameur, Abdelkader Mekrache, Bouziane Brik et al. · 0 citations

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