面向同构计算环境的静态任务调度启发式算法

Tarek Hagras, J. Janecek
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引用次数: 9

摘要

基于列表的调度通常被认为是同构环境中静态任务调度的一种有吸引力的方法,因为它将低复杂性与良好的结果结合在一起。在有限数量的全连通同构机器上,提出了一种基于列表调度和任务复制的低复杂度算法。该算法称为快速复制临界未列父级(CUPFD)算法。该算法包括两个阶段:基于列表调度的简单列表启发式排序阶段和基于任务重复的低复杂度机器分配阶段。实验结果表明,该算法的平均性能优于其他所有高复杂度算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A static task scheduling heuristic for homogeneous computing environments
List-based scheduling is generally accepted as an attractive approach to static task scheduling in a homogeneous environment, since it pairs low complexity with good results. We present a low complexity algorithm based on list-scheduling and task-duplication on a bounded number of fully connected homogeneous machines. The algorithm is called critical unlisted parents with fast duplicator (CUPFD). The CUPFD algorithm consists of two phases: the listing phase, which is a simple listing heuristic based on list-scheduling, and a low complexity machine assigning phase based on task-duplication. The experimental work has shown that CUPFD outperformed on average all other higher complexity algorithms.
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