An Approach for Load Balancing in Cloud Computing Using JAYA Algorithm

Subhadarshini Mohanty, P. Patra, M. Ray, Subasish Mohapatra
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引用次数: 16

Abstract

Cloud computing is a jargon in the era of information technology. It acts as a metaphor for the internet. Still, it possesses several challenges related to automated resource provisioning, security, event content dissemination, server consolidation, virtual machine migration. Load balancing is one of the critical challenges in the cloud that are faced by the enterprises. Here the basic objective of load balancing is to minimize response time, data center service request time, and improve the overall performance of the system. In this article, a JAYA algorithm is used for load balancing in a cloud which uses less control parameters and provides a better optimized result. Comparisons are made with other evolutionary approaches to observe the efficiency of the proposed algorithm.
基于JAYA算法的云计算负载均衡方法
云计算是信息技术时代的一个行话。它是互联网的一个隐喻。尽管如此,它仍然面临着一些与自动化资源供应、安全性、事件内容分发、服务器整合、虚拟机迁移相关的挑战。负载平衡是企业在云中面临的关键挑战之一。这里,负载平衡的基本目标是最小化响应时间、数据中心服务请求时间,并提高系统的整体性能。在本文中,使用JAYA算法在云中进行负载平衡,该算法使用较少的控制参数并提供更好的优化结果。并与其他进化方法进行了比较,以观察所提出算法的效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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