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· BMC Bioinformatics· 0 citations
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.· Future Internet· 0 citations
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.· Electronics· 0 citations
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