Orchestrator:一个低成本的解决方案,用于减少多线程应用程序的电压紧急情况

Xing Hu, Guihai Yan, Yu Hu, Xiaowei Li
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引用次数: 5

摘要

电压突发事件已成为多核处理器面临的主要挑战,因为核对核共振可能使所有核处于危险状态,从而影响系统的可靠性。我们观察到,遵循SPMD(单程序和多数据)编程模型的应用程序往往会引发域范围内的电压共振,因为共享相同函数体的多个线程表现出相似的功率活动。当线程明智地在内核之间重新定位时,电压下降可以大大减少。我们提出了“协调器”,一种无传感器的非侵入式多核架构方案,以平滑电压下降。Orchestrator专注于内核之间的电压交互,并最大限度地利用线程多样性来避免内核之间的电压下降协同作用。实验结果表明,Orchestrator平均可减少高达64%的电压突发事件,同时提高了性能。
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Orchestrator: A low-cost solution to reduce voltage emergencies for multi-threaded applications
Voltage emergencies have become a major challenge to multi-core processors because core-to-core resonance may put all cores into danger which jeopardizes system reliability. We observed that the applications following SPMD (Single Program and Multiple Data) programming model tend to spark domain-wide voltage resonance because multiple threads sharing the same function body exhibit similar power activity. When threads are judiciously relocated among the cores, the voltage droops can be greatly reduced. We propose “Orchestrator”, a sensor-free non-intrusive scheme for multi-core architectures to smooth the voltage droops. Orchestrator focuses on the inter-core voltage interactions, and maximally leverages the thread diversity to avoid voltage droops synergy among cores. Experimental results show that Orchestrator can reduce up to 64% voltage emergencies on average, meanwhile improving performance.
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