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

机译:动态电压和频率缩放对GALS架构的架构脆弱性的影响

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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.
机译:积极的技术缩放正在增加软误差对微处理器可靠性的影响。传统上从每个瓦特的性能研究动态电压频率缩放(DFV)算法。但申请DVFS也会影响可靠性。由于DVFS影响不同管道结构的占用,因此它们会影响在建筑级别所见的软错误掩蔽。建筑漏洞因素(AVF)捕获此屏蔽,在此工作中,我们研究了GALS环境中DVFS对AVF的影响。我们表明管道结构的AVF可能在不同DVFS算法之间变化多达80%。由于AVF对系统的平均故障(MTTF)的平均故障产生重大影响,因此这些结果表明,在选择特定的DVFS算法时,不能忽略其可靠性影响。因此,我们为DVFS算法提供漏洞效率,该算法捕获它们优化性能,功率和可靠性的能力。我们的结果表明,非DVFS环境优于任何DVFS算法优化漏洞效率。

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