Impact of dynamic voltage and frequency scaling on the architectural vulnerability of GALS architectures

N. Soundararajan, N. Vijaykrishnan, A. Sivasubramaniam
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引用次数: 12

Abstract

Aggressive technology scaling is increasing the impact of soft errors on microprocessor reliability. Dynamic Voltage Frequency Scaling (DFVS) algorithms are conventionally studied from a performance per watt basis. But applying DVFS impacts reliability as well. Since DVFS affects the occupancy of different pipeline structures, they impact the soft error masking seen at the architectural level. Architectural Vulnerability Factors (AVF) captures this masking and in this work we study the impact of DVFS on AVF in a GALS environment. We show that the AVF of pipeline structures could vary by as much as 80% between different DVFS algorithms. Since AVF has a significant impact on the Mean Time To Failure (MTTF) of a system, these results indicate that when choosing a particular DVFS algorithm their reliability impact cannot be ignored. Hence we provide the Vulnerability Efficiency for the DVFS algorithms which captures their ability to optimize performance, power and reliability. Our results show that a Non-DVFS environment optimizes vulnerability efficiency better than any of the DVFS algorithms.
动态电压和频率缩放对GALS体系结构脆弱性的影响
激进的技术扩展正在增加软错误对微处理器可靠性的影响。动态电压频率缩放(DFVS)算法通常是从每瓦性能的基础上进行研究的。但DVFS的应用也会影响系统的可靠性。由于DVFS会影响不同管道结构的占用,因此它们会影响在体系结构级别看到的软错误屏蔽。建筑脆弱性因素(AVF)捕获了这种掩蔽,在这项工作中,我们研究了在GALS环境中DVFS对AVF的影响。我们表明,管道结构的AVF在不同的DVFS算法之间可能相差高达80%。由于AVF对系统的平均无故障时间(MTTF)有显著影响,这些结果表明,在选择特定的DVFS算法时,它们对可靠性的影响不容忽视。因此,我们为DVFS算法提供了漏洞效率,它捕获了它们优化性能,功率和可靠性的能力。我们的研究结果表明,非DVFS环境比任何DVFS算法都能更好地优化漏洞效率。
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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