Power Efficiency for Variation-Tolerant Multicore Processors

J. Donald, M. Martonosi
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引用次数: 71

Abstract

Challenges in multicore processor design include meeting demands for performance, power, and reliability. The progression towards deep submicron process technologies entails increasing challenges of process variability resulting in timing instabilities and leakage power variation. This work introduces an analytical approach for ensuring timing reliability while meeting the appropriate performance and power demands in spite of process variation. We validate our analytical model using Turandot to simulate an 8-core PowerPCtrade processor. We first examine a simplified case of our model on a platform running independent multiprogrammed workloads consisting of all 26 of the SPEC 2000 benchmarks. Our simple model accurately predicts the cutoff point with a mean error less than 0.5 W. Next, we extend our analysis to parallel programming by incorporating Amdahl's law in our equations. We use this relation to establish limit properties of power-performance for scaling parallel applications, and validate our findings using 8 applications from the SPLASH-2 benchmark suite
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可变容错多核处理器的功率效率
多核处理器设计面临的挑战包括满足对性能、功耗和可靠性的要求。随着深亚微米工艺技术的发展,工艺变异性的挑战越来越大,导致时间不稳定和泄漏功率变化。这项工作介绍了一种分析方法,以确保定时可靠性,同时满足适当的性能和功率需求,尽管过程变化。我们使用Turandot来模拟8核PowerPCtrade处理器来验证我们的分析模型。我们首先在运行独立多程序工作负载的平台上检查我们模型的简化案例,该平台由所有26个SPEC 2000基准测试组成。我们的简单模型准确地预测了截止点,平均误差小于0.5 W。接下来,我们通过将阿姆达尔定律纳入我们的方程,将分析扩展到并行编程。我们使用这种关系来建立扩展并行应用程序的功率性能的极限属性,并使用SPLASH-2基准套件中的8个应用程序验证我们的发现
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