Mutual Job Submission Architecture That Considered Workload Balance Among Computing Resources in the Grid Interoperation

2011 IEEE/ACM 12th International Conference on Grid Computing Pub Date : 2011-09-21 DOI:10.1109/Grid.2011.12

K. Saga, K. Aida, K. Miura

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引用次数: 3

Abstract

Computing resource federation among collaborators is necessary for smooth promotion of collaborations. However, this is difficult for the collaborators who are using different type grid infrastructures, because of incompatibilities of the grid middleware. Therefore an inter grid job submission specification named HPC Basic Profile (HPCBP) has been defined by the Open Grid Forum (OGF) and many grid projects have implemented it. However, there still are many problems in the grid interoperation using the HPCBP. One of them is the workload disruption problem. The interoperation architecture, which is popular in the implementation of many prototypes, has a race condition between detection of the job submission from another grid and resource allocation for a submitted job from local client. This race condition disrupts the workload balance among the computing resources, and increases number of waiting jobs. In this paper, we explain and analyze the workload problem by an experiment and a simulation, and propose an architecture which can solve the problem, and show the effectiveness of the architecture by a simulation.

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网格互操作中考虑计算资源负载平衡的互作业提交体系结构

协作者之间的计算资源联合是协作顺利推进的必要条件。然而，由于网格中间件的不兼容性，这对于使用不同类型网格基础设施的协作者来说是困难的。因此，开放网格论坛(OGF)定义了一个名为HPC基本配置文件(HPCBP)的网格间作业提交规范，许多网格项目已经实现了它。然而，利用HPCBP进行网格互操作还存在许多问题。其中之一是工作负载中断问题。在许多原型的实现中流行的互操作体系结构在检测来自另一个网格的作业提交和为本地客户机提交的作业分配资源之间存在竞争条件。这种竞争状态破坏了计算资源之间的工作负载平衡，增加了等待作业的数量。本文通过实验和仿真对负载问题进行了说明和分析，提出了一种能够解决负载问题的体系结构，并通过仿真验证了该体系结构的有效性。

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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2011 IEEE/ACM 12th International Conference on Grid Computing

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