异构处理器的等级别调度启发式算法

Olivier Beaumont, Vincent Boudet, Y. Robert
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引用次数: 38

摘要

在处理器上调度计算任务是高性能计算的一个关键问题。尽管文献中已经提出了大量的调度启发式算法,但它们大多只针对同质资源。提出了一种新的异构处理器调度启发式算法,在保证低复杂度的同时,提高了各决策步骤的负载均衡。与文献中的5种启发式方法(BIL、GDL、CPOP、HEFT和PCT)以及6个经典试验台进行实验比较,得到了非常好的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The iso-level scheduling heuristic for heterogeneous processors
Scheduling computational tasks on processors is a key issue for high-performance computing. Although a large number of scheduling heuristics have been presented in the literature, most of them target only homogeneous resources. We present a new scheduling heuristic for heterogeneous processors, which improves the load-balancing achieved at each decision step while keeping a low complexity. Experimental comparisons with five heuristics taken from the literature (BIL, GDL, CPOP, HEFT and PCT) and using six classical testbeds, show very favorable results.
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