Silent Data Corruption - Myth or reality?

C. Constantinescu, I. Parulkar, R. Harper, S. Michalak
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引用次数: 15

Abstract

The higher complexity of the hardware and software employed by modern computing systems, as well as semiconductor technology scaling, are increasing the likelihood of silent data corruption (SDC). SDC occurs when incorrect data is provided to the user, e.g., written to the memory or I/O system, and no error is triggered. Such events may have catastrophic effects, in the case of life critical applications, and represent a significant cost penalty for businesses. The purpose of this panel is to provide real examples of silent corruption, and discuss solutions for avoiding it. The presentations address SDC generated at the semiconductor device level, as well as the virtualization software level. Techniques for reducing SDC, from the circuit to system level, will be covered. Results of an extensive SDC study, carried out at Los Alamos National Laboratory (LANL) on high-performance computing (HPC) platforms are also given.
沉默的数据损坏-神话还是现实?
现代计算系统所采用的硬件和软件的更高复杂性,以及半导体技术的扩展,都增加了无声数据损坏(SDC)的可能性。当向用户提供不正确的数据时,例如,写入内存或I/O系统,并且不会触发错误。对于生命攸关型应用程序,此类事件可能会产生灾难性的影响,并对企业造成重大的成本损失。本专题讨论的目的是提供无声腐败的真实例子,并讨论避免这种腐败的解决方案。这些演讲讨论了在半导体设备级别以及虚拟化软件级别生成的SDC。将涵盖从电路到系统级别降低SDC的技术。本文还给出了洛斯阿拉莫斯国家实验室(LANL)在高性能计算(HPC)平台上进行的一项广泛的SDC研究的结果。
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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