芯片多处理器协调、分布式、形式化的能量管理

Philo Juang, Qiang Wu, L. Peh, M. Martonosi, D. Clark
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引用次数: 99

摘要

设计人员正在转向芯片多处理器(cmp),以利用应用程序并行性来提高性能,同时控制设计复杂性。然而,到目前为止,还没有针对多处理器核心的协调电源控制提出电源管理技术。在本文中,我们说明了使用局部的、逐片动态电压和频率缩放(DVFS)技术如何导致片相互抵消电源管理策略,从而严重损害芯片的电源性能。然后,我们提出了一种用于cmp的协调DVFS方案,该方案消除了振荡并确保了有效和有弹性的DVFS控制。具体来说,我们提出的技术结合了在整个芯片运行时收集的线程信息。此外,通过将控制理论的局部DVFS控制技术扩展到芯片多处理器的DVFS,我们的技术在每个块上正式规定了DVFS设置,从而确保了CMP的稳定、分布式、协调的DVFS控制。实验结果表明,与没有DVFS控制的CMP相比,该技术的能量延迟积提高了15.5%,与最新的本地DVFS方案相比,该技术的能量延迟积提高了1%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coordinated, distributed, formal energy management of chip multiprocessors
Designers are moving toward chip-multiprocessors (CMPs) to leverage application parallelism for higher performance while keeping design complexity under control. However, to date, no power management techniques have been proposed for coordinated power control of multiple processor cores. In this paper, we illustrate how the use of local, per-tile dynamic voltage and frequency scaling (DVFS) techniques can result in tiles counteracting each others' power management policies, significantly hurting chip power-performance. We then propose a coordinated DVFS scheme for CMPs, which eliminates the oscillations and ensures efficient and resilient DVFS control. Specifically, our proposed technique incorporates thread information collected at runtime across the chip. In addition, by extending a control-theoretic local DVFS control technique toward DVFS for chip-multiprocessors, our technique prescribes DVFS settings formally at each tile, thus ensuring stable, distributed, coordinated DVFS control of a CMP. Experimental results show that our technique achieves a 15.5% improvement in energy-delay product over a CMP with no DVFS control, and a 1% improvement in energy-delay product against the latest state-of-the-art local DVFS scheme.
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