程序阶段变化时的高效线程重组

Kosuke Sobue, Tomoaki Tsumura, H. Matsuo
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引用次数: 0

摘要

芯片多处理器现已得到广泛应用。为了有效地利用芯片多处理器中的资源,程序员需要考虑处理器规范和负载平衡,但这对他们来说是困难的。为了解决这个问题,Thread Tailor被提出。Thread Tailor在执行前根据处理器规格确定线程的数量,根据分析结果平衡它们的负载,并组合线程。但是,Thread Tailor仅根据每个线程的执行周期数来确定应该组合哪些线程。因此,那些线程根据程序阶段改变其计算负荷的程序,使用线程裁剪可能会减慢速度。为了解决这一问题,我们提出了一种根据程序阶段动态重组线程以平衡负载的方法。在SPLASH-2基准测试套件和PARSEC基准测试套件上的实验结果表明,新方法的执行时间最多可提高6.0%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient Thread Recombining at Program Phase Changes
Chip-multiprocessors now have become in wide use. For efficiently using the resources in chip-multiprocessors, programmers need to consider processor specifications and load balancing, but it is difficult for them. To address this problem, Thread Tailor has been proposed. Thread Tailor determines the number of threads based on processor specifications before execution, balances their loads based on the results of profiling and combines threads. However, Thread Tailor determines which threads should be combined based on only the number of executed cycles of each thread. Hence, the programs, whose threads change their computation loads according to program phases, may slow down with Thread Tailor. To solve this problem, we propose a method which dynamically recombines threads according to program phases for balancing the loads. The results of the experiment with SPLASH-2 benchmark suite and PARSEC benchmark suite show that the new method improves the execution time 6.0% in maximum.
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