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Invariant checkers: An efficient low cost technique for run-time transient errors detection

机译:不变的检查程序:有效的低成本技术,用于运行时瞬态误差检测

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Semiconductor technology evolution brings along higher soft error rates and long duration transients, which require new low cost system level approaches for error detection and mitigation. Known software based error detection techniques imply a high overhead in terms of memory usage and execution times. In this work, the use of software invariants as a means to detect transient errors affecting a system at run-time is proposed. The technique is based on the use of a publicly available tool to automate the invariant detection process, and the decomposition of complex algorithms into simpler ones, which are checked through the verification of their invariants during the execution of the program. A sample program is used as a case study, and fault injection campaigns are performed to verify the error detection capability of the proposed technique. The experimental results show that the proposed technique provides high error detection capability, with low execution time overhead.
机译:半导体技术演进沿着更高的软误差率和长持续时间瞬变带来,这需要新的低成本系统级别的误差检测和缓解方法。基于软件的错误检测技术意味着内存使用和执行时间方面的高开销。在这项工作中,提出了使用软件不变的方式作为检测在运行时影响系统的瞬态误差的手段。该技术基于使用公开的工具来自动化不变的检测过程,以及复杂算法的分解成更简单的工具,通过验证程序在执行程序期间验证其不变性的复杂算法。使用示例程序作为案例研究,进行故障注入活动以验证所提出的技术的错误检测能力。实验结果表明,该技术提供了高误差检测能力,具有低执行时间开销。

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