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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Khalid Yahya

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Open access Jul 2026

Performance Analysis of Energy-Harvesting Amplify-and-Forward Relaying with Fluid Antenna Systems

Numerical and Monte Carlo simulation results validate the analytical derivations and demonstrate that FAS-based receiver selection yields significant gains in outage performance, even in the presence of strong spatial correlation and energy-harvesting constraints.

Khalid Yahya, Mahmoud Aldababsa, Banafsheh Alizadeh Arashloo et al. · 0 citations
Open access 2026

Nested Multi-Agent Reinforcement Learning for Adaptive Resource Management in 6G Network Slicing: A Multi-Timescale Framework With Convergence Guarantees

A finite-time convergence result in the two-timescale stochastic approximation framework is established showing that under standard regularity and timescale-separation conditions, Nested-MARL achieves a lower bound for any single-timescale algorithm.

Abraheem Rashid, Faisal Iradat, Waseem Iqbal et al. · 0 citations

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