Soft error and energy consumption interactions: a data cache perspective

Lin Li, V. Degalahal, N. Vijaykrishnan, M. Kandemir, M. J. Irwin
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引用次数: 138

Abstract

Energy-efficiency and reliability are two major design constraints influencing next generation system designs. In this work, we focus on the interaction between power consumption and reliability considering the on-chip data caches. First, we investigate the impact of two commonly used architectural-level leakage reduction approaches on the data reliability. Our results indicate that the leakage optimization techniques can have very different reliability behavior as compared to an original cache with no leakage optimizations. Next, we investigate on providing data reliability in an energy-efficient fashion in the presence of soft-errors. In contrast to current commercial caches that treat and protect all data using the same error detection/correction mechanism, we present an adaptive error coding scheme that treats dirty and clean data cache blocks differently. Furthermore, we present an early-write-back scheme that enhances the ability to use a less powerful error protection scheme for a longer time without sacrificing reliability. Experimental results show that proposed schemes, when used in conjunction, can reduce dynamic energy of error protection components in L1 data cache by 11% on average without impacting the performance or reliability.
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软错误和能耗交互:数据缓存透视图
能源效率和可靠性是影响下一代系统设计的两个主要设计约束。在这项工作中,我们将重点放在考虑片上数据缓存的功耗和可靠性之间的相互作用上。首先,我们研究了两种常用的架构级泄漏减少方法对数据可靠性的影响。我们的结果表明,与没有泄漏优化的原始缓存相比,泄漏优化技术可能具有非常不同的可靠性行为。接下来,我们将研究如何在存在软错误的情况下以节能的方式提供数据可靠性。与目前使用相同错误检测/纠正机制处理和保护所有数据的商业缓存不同,我们提出了一种自适应错误编码方案,以不同的方式处理脏数据和干净数据缓存块。此外,我们提出了一种早期回写方案,该方案增强了在不牺牲可靠性的情况下长时间使用较弱的错误保护方案的能力。实验结果表明,在不影响性能和可靠性的情况下,所提出的方案可以将L1数据缓存中错误保护组件的动态能量平均降低11%。
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