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

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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Main Authors: Umesh Kumar Lilhore, Sarita Simaiya, Yogendra Narayan Prajapati, Anjani Kumar Rai, Ehab Seif Ghith, Mehdi Tlija, Tarik Lamoudan, Abdelaziz A. Abdelhamid
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Water wave optimization
Hybrid optimization
Ant colony optimization
Cloud load balancing
Resource allocation
Online Access:https://doi.org/10.1038/s41598-025-96364-1
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https://doi.org/10.1038/s41598-025-96364-1

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