Time-to-Solution and Energy-to-Solution: A Comparison between ARM and Xeon

E. Padoin, D. A. G. de Oliveira, P. Velho, P. Navaux
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引用次数: 26

Abstract

Most High Performance Computing (HPC) systems today are known as "power hungry" because they aim at computing speed regardless to energy consumption. Some scientific applications still claim more speed and the community expects to reach exascale by the end of the decade. Nevertheless, to reach exascale we need to search alternatives to cope with energy constraints. A promising step forward in this direction is the usage of low power processors such as ARM. ARM processors target low power consumption in contrast with Xeon that are conventional on HPC aiming at computing speed. This paper presents a comparison between ARM and Xeon to evaluate if ARM is the future building block to HPC. We choose to use time-to-solution, peak power, and energy-to-solution to evaluate both processors from the user's perspective. The results point that although ARM having lower peak power, Xeon has still a better tradeoff from the user's point-of-view.
解决方案的时间和能量:ARM和Xeon的比较
当今大多数高性能计算(HPC)系统都被称为“耗电量大”,因为它们的目标是计算速度,而不考虑能耗。一些科学应用仍然要求更高的速度,科学界预计到本十年末将达到百亿亿次。然而,为了达到百亿亿次,我们需要寻找替代方案来应对能源限制。在这个方向上有希望的一步是使用低功耗处理器,如ARM。ARM处理器的目标是低功耗,而Xeon处理器是HPC上的传统处理器,目标是计算速度。本文对ARM和至强处理器进行了比较,以评估ARM是否是高性能计算的未来构建模块。我们选择使用时间到解决方案、峰值功率和能量到解决方案来从用户的角度评估这两个处理器。结果表明,尽管ARM具有较低的峰值功率,但从用户的角度来看,至强处理器仍然具有更好的权衡。
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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