Author

W. Saber

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#reinforcement learning Open access Sep 2026

A novel real-time integrated adaptive stable offloading (RIASO) algorithm in multi-access edge computing

A Real-time Integrated Adaptive Stable Offloading (RIASO) algorithm is proposed based on Lyapunov optimization (LO), Multi Output Learning (MOL), and DRL that optimizes network data processing capabilities while maintaining long-term data queue stability and average consumed power constraints that makes it adaptable to...

Hala Elhadidy, H. Saleh, R. Rizk et al. · Cluster Computing · 0 citations

#generative ai Open access Aug 2026

Adaptive-CGAN: a comprehensive framework for generative modeling on google cloud platform

Results demonstrate that Adaptive-CGAN can improve diagnostic performance, synthetic image quality, computational efficiency, and environmental sustainability in AI-assisted healthcare.

W. Saber, A. El-Baz, R. Rizk · Cluster Computing · 0 citations

Open access Jul 2026

Toward Low-Delay and Energy-Efficient UAV-Assisted MEC Systems Through Intelligent Resource Allocation

A Prioritized Adaptive Weighting based on Deep Deterministic Policy Gradient (PAW-DDPG) as an enhanced Deep Deterministic Policy Gradient (DDPG) algorithm to minimize both processing delay and energy consumption by jointly optimizing user scheduling, partial-task offloading, and UAV trajectory is proposed.

W. Saber, Hanan Algamil, Fifi Farouk et al. · Future Internet · 0 citations