On the Problem of Minimizing Workload Execution Time in SMT Processors

F. Cazorla, E. Fernández, P. Knijnenburg, Alex Ramírez, R. Sakellariou, M. Valero
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引用次数: 6

Abstract

Most research work on (simultaneous multithreading processors) SMTs focuses on improving throughput and/or fairness, or on prioritizing some threads over others in a workload. In this paper, we discuss a new problem not previously addressed in the SMT literature. We call this problem workload execution time (WET) minimization. It consists of reducing the total execution time of all threads in a workload. This problem arises in parallel applications, where it is common for a single master thread to spawn several child jobs. The master job cannot continue until all child jobs have finished. Reducing the overall execution time is important to speedup the application. This paper is a first step in analyzing this problem. First, we analyze the WET provided by the best fetch policies turned at improving throughput/fairness. We demonstrate that these policies achieve less than optimum performance. We show that, on average, for the workloads evaluated in this paper, there is space for improvement of up to 18 percentage points. It follows that novel mechanisms trying to reduce WET are required to speedup parallel applications.
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SMT处理器中工作负载执行时间最小化问题研究
大多数关于(同步多线程处理器)smt的研究工作集中在提高吞吐量和/或公平性,或者在工作负载中优先考虑某些线程。在本文中,我们讨论了一个以前在SMT文献中没有提到的新问题。我们将此问题称为工作负载执行时间最小化。它包括减少工作负载中所有线程的总执行时间。这个问题出现在并行应用程序中,其中一个主线程通常会生成几个子作业。在所有子作业完成之前,主作业无法继续。减少总体执行时间对于加速应用程序非常重要。本文是分析这一问题的第一步。首先,我们分析了用于提高吞吐量/公平性的最佳获取策略所提供的WET。我们证明了这些策略的性能不是最优的。我们表明,平均而言,对于本文中评估的工作负载,有高达18个百分点的改进空间。因此,为了加速并行应用程序,需要尝试减少WET的新机制。
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