计算网格环境下负载均衡算法的比较研究

Sukalyan Goswami, A. De Sarkar
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引用次数: 16

摘要

网格是分布式计算的一种形式,其中“超级虚拟计算机”由许多网络松散耦合的计算机组成,共同执行非常大的任务。该技术已通过志愿计算应用于计算密集型的科学、数学和学术问题,并在商业企业中用于许多不同的应用。计算网格通过多机构虚拟组织提供资源共享,用于动态解决问题。由于单个网格资源的负载场景是动态的,负载平衡是网格计算的一个重要特性。为了使计算网格更加有效和可靠,跨网格的平衡负载是必要的。本文的目的是回顾不同的现有负载平衡算法或技术适用于网格计算。本文还提出了一种基于客户端提交作业截止时间的动态负载均衡算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comparative Study of Load Balancing Algorithms in Computational Grid Environment
Grids are a form of distributed computing whereby a 'super virtual computer' is composed of many networked loosely coupled computers acting together to perform very large tasks. This technology has been applied to computationally intensive scientific, mathematical and academic problems through volunteer computing, and it is used in commercial enterprises for many diverse applications. Computational grid provides resource sharing through multiinstitutional virtual organizations for dynamic problem solving. Load balancing is an important property in grid computing as the load scenarios of individual grid resources are dynamic in nature. In order to make computational grids more effective and reliable, balanced load across the grid is necessary. The objective of this paper is to review different existing load balancing algorithms or techniques applicable in grid computing. This paper also proposes an algorithm to solve the prevailing problem of dynamic load balancing with respect to deadline of job submitted by the clients.
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