Leveraging the core-level complementary effects of PVT variations to reduce timing emergencies in multi-core processors

Guihai Yan, Xiaoyao Liang, Yinhe Han, Xiaowei Li
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引用次数: 18

Abstract

Process, Voltage, and Temperature (PVT) variations can significantly degrade the performance benefits expected from next nanoscale technology. The primary circuit implication of the PVT variations is the resultant timing emergencies. In a multi-core processor running multiple programs, variations create spatial and temporal unbalance across the processing cores. Most prior schemes are dedicated to tolerating PVT variations individually for a single core, but ignore the opportunity of leveraging the complementary effects between variations and the intrinsic variation unbalance among individual cores. We find that the notorious delay impacts from different variations are not necessary aggregated. Cores with mild variations can share the violent workload from cores suffering large variations. If operated correctly, variations on different cores can help mitigating each other and result in a variation-mild environment. In this paper, we propose Timing Emergency Aware Thread Migration (TEA-TM), a delay sensor-based scheme to reduce system timing emergencies under PVT variations. Fourier transform and frequency domain analysis are conducted to provide the insights and the potential of the PVT co-optimization scheme. Experimental results show on average TEA-TM can help save up to 24% throughput loss, at the same time improve the system fairness by 85%.
利用PVT变化的核心级互补效应来减少多核处理器中的时序紧急情况
工艺、电压和温度(PVT)的变化会显著降低下一个纳米级技术预期的性能优势。PVT变化的主要电路含义是由此产生的时序紧急情况。在运行多个程序的多核处理器中,变化会在处理核心之间造成空间和时间上的不平衡。大多数先前的方案都致力于容忍单个核心的PVT变化,但忽略了利用变化之间的互补效应和单个核心之间的内在变化不平衡的机会。我们发现,不同变化对臭名昭着的延迟影响没有必要汇总。轻微变化的内核可以分担剧烈变化的内核的工作负载。如果操作正确,不同内核上的变化可以相互缓解,从而形成变化温和的环境。在本文中,我们提出了一种基于延迟传感器的定时紧急感知线程迁移(TEA-TM)方案,以减少PVT变化下的系统定时紧急情况。进行了傅里叶变换和频域分析,以提供PVT协同优化方案的见解和潜力。实验结果表明,TEA-TM平均可节省高达24%的吞吐量损失,同时提高系统公平性85%。
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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