Mohamed El Ghmary

Hybrid convolutional neural network with attention mechanism to provide robust face expression recognition

Benchmarking Bio-Inspired Metaheuristics for Load-Aware Task Offloading in Hierarchical IoT-Fog-Cloud Ecosystems

A novel unified benchmarking framework that systematically evaluates five prominent metaheuristics — Particle Swarm Optimization (PSO), Genetic Algorithm, Genetic Algorithm (GA), Bacterial Foraging Optimization (BFO), Ant Colony Optimization (ACO), and Artificial Bee Colony — for load balancing within a three-tier arch...

Intelligent VM Scheduling in Cloud Computing: Survey of Existing Methods and Proposal of a New Hybrid Heuristic-ML Framework

This analysis identifies critical VM scheduling trade-offs, provides optimization guidelines, and validates the efficacy of hybrid adaptive methods via a new proposed heuristic-machine learning model for dynamic cloud environments.