LFTI:一种评估超大规模HPC系统互连设计的新性能指标

Xin Yuan, S. Mahapatra, M. Lang, S. Pakin
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引用次数: 19

摘要

传统上,互连性能要么以简单的拓扑参数(如对分带宽)为特征,要么通过模拟研究,为模拟场景提供详细的性能信息。这两种方法都不能很好地概述极端规模互连的性能。拓扑参数与应用级通信性能没有直接关系,而仿真复杂性限制了可以研究的场景的数量。在这项工作中,我们提出了一个新的性能指标,称为LANL-FSU吞吐量指数(LFTI),用于表征互连设计的吞吐量性能。LFTI结合了拓扑参数的简单性和仿真的准确性:与拓扑参数一样,LFTI可以从互连规范中导出,同时,它直接反映应用层的通信性能。此外,当每个通信模式的理论吞吐量可以有效地建模时,可以有效地计算互连的LFTI。这些特性可能使LFTI用于快速和全面的评估和比较极端规模互连设计。我们通过使用LFTI来评估和探索许多大规模互连设计的设计空间来证明LFTI的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
LFTI: A New Performance Metric for Assessing Interconnect Designs for Extreme-Scale HPC Systems
Traditionally, interconnect performance is either characterized by simple topological parameters such as bisection bandwidth or studied through simulation that gives detailed performance information for the scenarios simulated. Neither of these approaches provides a good performance overview for extreme-scale interconnects. The topological parameters are not directly related to application level communication performance while the simulation complexity limits the number of scenarios that can be investigated. In this work, we propose a new performance metric, called LANL-FSU Throughput Indices (LFTI), for characterizing the throughput performance of interconnect designs. LFTI combines the simplicity of topological parameters and the accuracy of simulation: like topological parameters, LFTI can be derived from interconnect specification, at the same time, it directly reflects the application level communication performance. Moreover, in cases when the theoretical throughput for each communication pattern can be modeled efficiently for an interconnect, LFTI for the interconnect can be computed efficiently. These features potentially allow LFTI to be used for rapid and comprehensive evaluation and comparison of extreme-scale interconnect designs. We demonstrate the effectiveness of LFTI by using it to evaluate and explore the design space of a number of large-scale interconnect designs.
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