2022•Mathematical Statistician and Engineering ApplicationsOpen access

Design and Implementation of Virtual Machine Migration Method in Cloud Computing

Digvijay Singh Shubhashish Goswami

Abstract

The cloud is a communication architecture that includes virtual machines, data centers, hosts, and brokers. For cloudlet execution, the broker looks for the most reliable virtual machine. Uncertainty may arise in the network as to which system is overloaded. A work technique is proposed in this study to improve the system's fault tolerance. The proposed enhancement is based on the ACO algorithm, which can determine the best virtual machine to migrate a cloudlet to. The proposed algorithm's performance is being evaluated on Cloudsim in terms of execution time and energy consumption. When compared to TESA, the simulation results showed that ACO (Ant Colony Optimization) takes the least amount of time and energy to run (Three Step Encryption Algorithm). The proposed algorithm can be used in cloud computing for load balancing.

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Key concepts: CloudSim, Cloudlet, Computer science, Cloud computing, Virtual machine, Distributed computing, Ant colony optimization algorithms, Load balancing (electrical power)