Execution of service workflows in grid environments

Carlos R. Senna, L. Bittencourt, E. Madeira
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引用次数: 11

Abstract

Grid computing has emerged as a powerful environment for parallel processing. Nowadays, many organizations participate in one or more grid computing infrastructures, sharing computational resources to achieve high computational power and/or very large storage capacities. Mostly, these grids provide application interfaces for the user to submit jobs or workflows. These interfaces receive the submissions and distribute them among the grid resources. In this paper we evaluate a service-oriented grid testbed. Jobs are submitted through a workflow manager using a workflow composition language which allows services to be invoked sequentially or in parallel. Experimental results show that the overhead when using a service composition scheme does not prevent the grid from giving fast workflow execution. In our testbed, for a median filter application, we were able to get executions in the order of five times faster using the grid when compared to the local execution.
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在网格环境中执行服务工作流
网格计算已经成为一种强大的并行处理环境。如今,许多组织参与一个或多个网格计算基础设施,共享计算资源以实现高计算能力和/或非常大的存储容量。大多数情况下,这些网格为用户提供了提交作业或工作流的应用程序接口。这些接口接收提交并将它们分发到网格资源中。本文对一个面向服务的网格测试平台进行了评估。作业通过使用工作流组合语言的工作流管理器提交,该语言允许按顺序或并行地调用服务。实验结果表明,使用服务组合方案时的开销并不妨碍网格快速执行工作流。在我们的测试平台中,对于中值过滤器应用程序,与本地执行相比,使用网格的执行速度可以提高五倍。
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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