Power and thermal characterization of POWER6 system

Víctor Jiménez, F. Cazorla, R. Gioiosa, M. Valero, C. Boneti, E. Kursun, Chen-Yong Cher, C. Isci, A. Buyuktosunoglu, P. Bose
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引用次数: 27

Abstract

Controlling power consumption and temperature is of major concern for modern computing systems. In this work we characterize thermal behavior and power consumption of an IBM POWER6™-based system. We perform the characterization at several levels: application, operating system, and hardware level, both when the system is idle, and under load. At hardware level, we report a 25% reduction in total system power consumption by using the processor low power mode. We also study the effect of the hardware thread prioritization mechanism provided by POWER6 on different workloads and how this mechanism can be used to limit power consumption. At OS level, we analyze the power reduction techniques implemented in the Linux kernel, such as the tickless kernel and the CPU idle power manager. At application level, we characterize the power consumption and the temperature of two sets of benchmarks (METbench and SPEC CPU2006) and we study the effect of workload characteristics on power consumption and core temperature. From this characterization we derive a model based on performance counters that allows us to predict the total power consumption of the POWER6 system with an average error under 3% for CMP and 5% for SMT. To the best of our knowledge, this is the first power model of a system including CMP+SMT processors. Finally, we show that the static decision on whether to consolidate tasks into the same core/chip, as it is currently done in Linux, can be improved by dynamically considering the low-power capabilities of the underlying architecture and the characteristics of the application (up to 5X improvement in ED2P).
POWER6系统的功率和热特性
控制功耗和温度是现代计算系统的主要关注点。在这项工作中,我们描述了基于IBM POWER6™的系统的热行为和功耗。我们在几个级别上执行特性描述:应用程序、操作系统和硬件级别,在系统空闲和负载下都是如此。在硬件级别,我们报告说,通过使用处理器低功耗模式,系统总功耗降低了25%。我们还研究了POWER6提供的硬件线程优先级机制对不同工作负载的影响,以及如何使用该机制来限制功耗。在操作系统级别,我们分析了在Linux内核中实现的功耗降低技术,例如无tick - less内核和CPU空闲电源管理器。在应用程序级别,我们描述了两组基准测试(METbench和SPEC CPU2006)的功耗和温度,并研究了工作负载特性对功耗和核心温度的影响。从这个特性中,我们得出了一个基于性能计数器的模型,该模型允许我们预测POWER6系统的总功耗,CMP的平均误差低于3%,SMT的平均误差低于5%。据我们所知,这是包含CMP+SMT处理器的系统的第一个电源模型。最后,我们展示了是否将任务合并到相同的内核/芯片中的静态决策,就像目前在Linux中所做的那样,可以通过动态考虑底层架构的低功耗功能和应用程序的特征来改进(在ED2P中提高了5倍)。
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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