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Metrics for Lifetime Reliability

机译:终身可靠性指标

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摘要

This work concerns appropriate metrics for evaluating microarchitectural enhancements to improve processor lifetime reliability. The most commonly used reliability metric is mean time to failure (MTTF). However, MTTF does not provide information on the reliability characteristics during the typical operational life of a processor, which is usually much shorter than the MTTF. An alternative to MTTF that provides more information to both the designer and the user is the time to failure of a small percentage, say n%, of the population, denoted by tn . Determining tn , however, requires knowledge of the distribution of processor failure times which is generally hard to obtain. In this paper, we show (1) how tn can be obtained and incorporated within previous architecture-level lifetime reliability tools, (2) how tn relates to MTTF using state-of-the-art reliability models, and (3) the impact of using MTTF instead of tn on reliability-aware design.We perform our evaluation using RAMP 2.0, a state-of-the-art architecture-level tool for lifetime reliability measurements. Our analysis shows that no clear relationship between tn and MTTF is apparent across several architectures. Two populations with the same MTTF may have different tn , resulting in a difference in the number of failures in the same operational period. MTTF fails to capture such behavior and can thus be misleading. Further, when designing reliability-aware systems, using improvements in MTTF as a proxy for improvements in tn can lead to poor design choices. Depending on the application and the system, MTTF-driven designs may be over-designed (incurring unnecessary cost or performance overhead) or under-designed (failing to meet the required tn reliability target).
机译:这项工作涉及评估微体系结构增强以改善处理器寿命可靠性的适当指标。最常用的可靠性指标是平均故障时间(MTTF)。但是,MTTF在处理器的典型运行寿命期间不提供有关可靠性特征的信息,该信息通常比MTTF短得多。 MTTF的替代方法可以为设计人员和用户提供更多信息,这是故障发生时间的一小部分,例如n%,用tn表示。但是,确定tn需要了解通常很难获得的处理器故障时间的分布。在本文中,我们展示(1)如何获得tn并将其合并到以前的体系结构级寿命可靠性工具中;(2)使用最新的可靠性模型,tn与MTTF有何关系;以及(3)影响在可靠性意识设计中使用MTTF代替tn。我们使用RAMP 2.0(一种用于寿命可靠性测量的最先进的体系结构级工具)进行评估。我们的分析表明,在几种架构之间,tn和MTTF之间没有明显的联系。具有相同MTTF的两个总体可能具有不同的tn,从而导致在同一操作期内的故障数量有所不同。 MTTF无法捕获此类行为,因此可能会产生误导。此外,在设计可靠性感知系统时,使用MTTF的改进作为tn改进的代理可能会导致较差的设计选择。取决于应用程序和系统,MTTF驱动的设计可能是过度设计的(导致不必要的成本或性能开销),也可能是设计不足的(未能满足所需的可靠性目标)。

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