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Beyond DVFS: A First Look at Performance under a Hardware-Enforced Power Bound

机译:超越DVFS:硬件强制功率限制下的性能初探

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Dynamic Voltage Frequency Scaling (DVFS) has been the tool of choice for balancing power and performance in high-performance computing (HPC). With the introduction of Intel's Sandy Bridge family of processors, researchers now have a far more attractive option: user-specified, dynamic, hardware-enforced processor power bounds. In this paper we provide a first look at this technology in the HPC environment and detail both the opportunities and potential pitfalls of using this technique to control processor power. As part of this evaluation we measure power and performance for single-processor instances of several of the NAS Parallel Benchmarks. Additionally, we focus on the behavior of a single benchmark, MG, under several different power bounds. We quantify the well-known manufacturing variation in processor power efficiency and show that, in the absence of a power bound, this variation has no correlation to performance. We then show that execution under a power bound translates this variation in efficiency into variation in performance.
机译:动态电压频率缩放(DVFS)已成为在高性能计算(HPC)中平衡功率和性能的首选工具。随着英特尔Sandy Bridge系列处理器的推出,研究人员现在有了一个更具吸引力的选择:用户指定的,动态的,硬件强制的处理器功率范围。在本文中,我们对HPC环境中的该技术进行了首次介绍,并详细介绍了使用此技术控制处理器功率的机会和潜在的陷阱。作为评估的一部分,我们测量了多个NAS并行基准测试的单处理器实例的功能和性能。此外,我们专注于单个基准MG在几个不同功率范围内的行为。我们量化了处理器功率效率方面众所周知的制造变化,并表明在没有功率限制的情况下,这种变化与性能没有任何关系。然后,我们证明在权力约束下的执行将效率的这种变化转化为性能的变化。

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