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Author

N. Badr

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Open access Jul 2026

Mol2Image: an enhanced DDI prediction framework leveraging drug molecular descriptors

A novel DDI prediction model that utilizes chemical structure features derived from Simplified Molecular Input Line Entry System (SMILES) representations, including molecular property descriptors and structural fingerprints, is proposed that achieves competitive performance compared with several state-of-the-art method...

Nourhan Helmy, H. A. Maghawry, N. Badr · 0 citations
Open access Jul 2026

GPS: A Lightweight Greedy-Predictive Scheduling Approach for Energy-Aware Multi-Region Cloud Computing

A lightweight Greedy Predictive Scheduling (GPS) algorithm that combines predictive resource utilization estimation with greedy host selection to improve scheduling decisions across heterogeneous multi-region cloud environments is proposed.

M. Yacoub, Ahmed E. Abdel Raouf, Walaa K. Gad et al. · 0 citations
Open access Jul 2026

SPES: A Stochastic Predictive Energy-Aware Scheduling Approach for Efficient Multi-Region Cloud Computing

Cloud computing has transformed the delivery of modern applications and services by providing scalable, flexible, and cost-effective access to computing resources. One of the most critical challenges in cloud environments is the efficient distribution of dynamic workloads across heterogeneous resources, commonly addres...

M. Yacoub, Ahmed E. Abdel Raouf, Walaa K. Gad et al. · 0 citations

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