A multi-objective approach to load balancing in cloud environments integrating ACO and WWO techniques

Abstract Effective load balancing and resource allocation are essential in dynamic cloud computing environments, where the demand for rapidity and continuous service is perpetually increasing. This paper introduces an innovative hybrid optimisation method that combines water wave optimization (WWO)...

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Principais autores:	Umesh Kumar Lilhore, Sarita Simaiya, Yogendra Narayan Prajapati, Anjani Kumar Rai, Ehab Seif Ghith, Mehdi Tlija, Tarik Lamoudan, Abdelaziz A. Abdelhamid
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2025-04-01
Series:	Scientific Reports
Assuntos:	Water wave optimization Hybrid optimization Ant colony optimization Cloud load balancing Resource allocation
Acceso en liña:	https://doi.org/10.1038/s41598-025-96364-1
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