网格计算的混合资源分配方法

Syed Nasir Mehmood Shah, A. Mahmood, A. Oxley
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引用次数: 16

摘要

资源管理系统是网格的“大脑”。它管理网格的共享资源,并将用户作业映射到资源。网格资源分配是影响网格性能的关键功能之一,因为在真实的网格计算环境中,作业的数量和所需资源的数量是巨大的,对用户的快速响应是必要的。网格资源分配的方法有很多。本文提出了一种基于最小成本法和可分负荷理论的混合资源分配方法。混合资源分配方法是DLT方法的改进形式。我们通过将DLT与LCM相结合,开发了一种改进的DLT分配策略。本文对网格资源分配场景下的混合资源分配方法进行了描述和评价。本文还提出了一个网格调度模型,并与现有的混合资源分配方法进行了性能比较分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid Resource Allocation Method for Grid Computing
The resource management system is the "brain' of a Grid. It manages the shared resource of the Grid and maps user jobs to the resources. Grid resource allocation is one of the critical functions affecting the performance of a Grid, because the number of jobs and amount of required resources are massive and quick responses to users are necessary in a real Grid computing environment. Many methods have been developed for Grid resource allocation. In this paper, we propose the Hybrid Resource Allocation method, based on the Least Cost Method (LCM) and Divisible Load Theory (DLT) method. The Hybrid Resource Allocation method is an improved form of the DLT method. We have developed a modified assignment strategy of DLT by integrating it with LCM. In this paper we describe and evaluate Hybrid Resource Allocation method for Grid resource allocation scenario. This paper also proposes a Grid scheduling model and includes a comparative performance analysis of our proposed Hybrid Resource Allocation method with the existing ones.
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