系统级,统一带内带外动态热控制

Dong Li, Rong Ge, K. Cameron
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引用次数: 3

摘要

高密度计算机机架在超级计算中心和数据中心中越来越普遍。随着高性能计算组件在机架上的紧密集成,当室内空气循环不有效时,芯片和系统上的热点或温度升高的口袋很容易形成。热点降低了高密度系统的可靠性,增加了发生热突发事件的可能性,进而引发系统减速或关闭。在当今的系统中,动态降低cpu电压和风扇控制等技术可以减少热量的产生和散热。不幸的是,这些技术在没有合作的情况下是独立工作的。因此,为了防止热突发事件,当需要满负荷工作时,系统可能会以减少的容量工作。我们提出了一种结合带内和带外的方法来减少热紧急减速的可能性并提高系统的可靠性。我们的热控制框架统一了系统中的温度控制机制,以平衡温度,功耗和性能。更准确地说,我们平衡了带内动态电压和频率缩放(DVFS)与带外主动风扇控制的使用。我们在功率感知集群上的结果表明,风扇控制和DVFS的协调使用在降低系统平均工作温度和预期性能方面比单独使用任何一种技术都更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
System-Level, Unified In-band and Out-of-band Dynamic Thermal Control
High-density computer racks become increasingly commonplace in supercomputing centers and data centers. With tight integration of high-powered computing components in the racks, hot spots or pockets of elevated temperatures on the chips and system can be easily formed when room air circulation is not effective. Hot spots reduce the reliability of high-density systems and increase the chances of thermal emergencies, which further trigger system slowdowns or shutdowns. Techniques such as dynamically scaling down the voltage of the CPUs and fan control are available on today’s systems to reduce heat generation and dissipate heat. Unfortunately, these techniques work independently on their own without cooperation. As a result, to prevent thermal emergencies, systems may work at reduced capacity when full capacity is required. We propose a combined in-band and out-of-band approach to reduce the likelihood of thermal emergency slowdowns and improve the reliability of systems. Our thermal control framework unifies temperature control mechanisms in systems to balance temperature, power consumption, and performance. More precisely, we balance the use of in-band dynamic voltage and frequency scaling (DVFS) with out-of-band proactive fan control. Our results on a power-aware cluster indicate the coordinated use of fan control and DVFS is more effective than either technique in isolation at reducing average system operating temperatures with expected performance.
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