Journal article

A Hybrid Bio-Inspired Algorithm for Scheduling and Resource Management in Cloud Environment

SG Domanal, RMR Guddeti, R Buyya

IEEE Transactions on Services Computing | Institute of Electrical and Electronics Engineers | Published : 2020

Abstract

In this paper, we propose a novel HYBRID Bio-Inspired algorithm for task scheduling and resource management, since it plays an important role in the cloud computing environment. Conventional scheduling algorithms such as Round Robin, First Come First Serve, Ant Colony Optimization etc. have been widely used in many cloud computing systems. Cloud receives clients tasks in a rapid rate and allocation of resources to these tasks should be handled in an intelligent manner. In this proposed work, we allocate the tasks to the virtual machines in an efficient manner using Modified Particle Swarm Optimization algorithm and then allocation / management of resources (CPU and Memory), as demanded by th..

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