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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

Siddiq Bin Salam

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Open access Jul 2026

An AI-Driven Energy-Saving Framework for Multi-Vendor 4G/5G Networks: Predictive Sleep Control for Greener Mobile Operations in Saudi Arabia

The Hierarchical RAN Energy Optimization (HREO) framework is proposed, a three-tier, AI-driven, multi-vendor architecture that converts energy efficiency from a static configuration into a predictive, closed-loop control problem and is localised to Saudi conditions through a temperature-dependent power model and a high-irradiance solar profile.

Siddiq Bin Salam, Sajjad Waqar Ahmad · 0 citations
Open access Jul 2026

A Multi-Vendor 5G Private Network Framework for Autonomous Port Operations: Realizing Saudi Vision 2030 Smart Logistics Corridors

The framework commits explicitly to a Standalone Non-Public Network (SNPN) model with on-site User Plane Function for data sovereignty, specifies hard slice isolation through dedicated physical resource block (PRB) allocation enforced by a Near-RT RIC xApp, and supports the isolation claim with a reserved-resource queueing model demonstrating that the URLLC control latency target is preserved under a one-million-device-per-square-kilometre telemetry surge.

Siddiq Bin Salam, Sajjad Waqar Ahmad · 0 citations

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