Methodology for Performance Evaluation of the Input/Output System on Computer Clusters

Sandra Méndez, Dolores Rexachs, E. Luque
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引用次数: 11

Abstract

The increase of processing units, speed and computational power, and the complexity of scientific applications that use high performance computing require more efficient Input/Output (I/O) systems. In order to efficiently use the I/O it is necessary to know its performance capacity to determine if it fulfills applications I/O requirements. This paper proposes a methodology to evaluate I/O performance on computer clusters under different I/O configurations. This evaluation is useful to study how different I/O subsystem configurations will affect the application performance. This approach encompasses the characterization of the I/O system at three different levels: application, I/O system and I/O devices. We select different system configuration and/or I/O operation parameters and we evaluate the impact on performance by considering both the application and the I/O architecture. During I/O configuration analysis we identify configurable factors that have an impact on the performance of the I/O system. In addition, we extract information in order to select the most suitable configuration for the application.
计算机集群输入/输出系统的性能评价方法
处理单元、速度和计算能力的增加,以及使用高性能计算的科学应用程序的复杂性,都需要更高效的输入/输出(I/O)系统。为了有效地使用I/O,有必要了解它的性能能力,以确定它是否满足应用程序的I/O需求。本文提出了一种评估不同I/O配置下计算机集群I/O性能的方法。这个评估对于研究不同的I/O子系统配置将如何影响应用程序性能非常有用。这种方法包括在三个不同级别上对I/O系统进行表征:应用程序、I/O系统和I/O设备。我们选择不同的系统配置和/或I/O操作参数,并通过考虑应用程序和I/O体系结构来评估对性能的影响。在I/O配置分析期间,我们确定了对I/O系统性能有影响的可配置因素。此外,我们提取信息,以便为应用程序选择最合适的配置。
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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