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Load Balancing in Cloud Computing Using Optimization Algorithm

Journal: International Journal of Science and Research (IJSR) (Vol.10, No. 9)

Publication Date:

Authors : ; ;

Page : 939-945

Keywords : Virtual Machine Migration; Load Balancing; ACO; Weight Based Algorithm;

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Cloud computing may be viewed as a broad spectrum of networks to connect many private or public networks. Delivering a scalable framework for application, data and file storage is the core of this technology. Cloud systems may malfunction when virtual machines are distributed with excessive load. In this work, a flexible task scheduling strategy based on ACO algorithm has been applied. This strategy can effortlessly assign the task to the most reliable VM (virtual machine). The weight counted on a VM is the measure of its consistency. This work uses MATLAB tool to implement the recommended and old strategies. The simulations are carried out; showing that ACO based task scheduling strategy significantly decreases the total execution time with no performance loss than the existing solutions.

Last modified: 2022-02-15 18:43:29