A flexible model for studying the execution of dataflow programs in distributed systems

Lois M.L Delcambre, Bruce D Shriver
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Abstract

A four-stage model of the execution of dataflow graphs, the processing structure model, is presented. Each stage has its own responsibility and offers a well-defined interface to other stages. The processing structure model presents a framework for understanding, analyzing and supporting the execution of dataflow programs in a distributed system. The distributed aspects of the processing affect one or two of the four stages depending on how the stages are arranged. The model has been simulated and experimentation has been done concerning the assignment of dataflow nodes (i.e. tasks) to computer systems. Initial results from the experimentation are presented.

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研究分布式系统中数据流程序执行的灵活模型
提出了一种数据流图执行的四阶段模型——处理结构模型。每个阶段都有自己的职责,并为其他阶段提供定义良好的接口。处理结构模型为理解、分析和支持分布式系统中数据流程序的执行提供了一个框架。处理的分布式方面影响四个阶段中的一个或两个,这取决于阶段的安排方式。对该模型进行了仿真,并对数据流节点(即任务)分配到计算机系统进行了实验。给出了实验的初步结果。
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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