数据流错误检测和恢复的多米诺效应保护

Tiago A. O. Alves, L. A. J. Marzulo, S. Kundu, F. França
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引用次数: 2

摘要

数据流错误检测和恢复(DFER)被证明是解决并行编程范围内错误的一种好方法。以前的工作表明,该技术通过在无错误执行中减少开销来提供良好的性能。然而,在存在错误的情况下,可能会出现过多的回滚,这是多米诺效应的特征。在本文中,我们提出了一个方案,通过保护执行免受多米诺效应的影响来解决这个问题。我们的实验结果表明,在不给原始DFER版本增加任何显著开销的情况下,在检测到错误的情况下,我们能够将总执行时间减少多达40%。此外,由于没有显著的开销,在无错误情况下的执行时间与基线时相同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Domino effect protection on dataflow error detection and recovery
Dataflow Error Detection and Recovery (DFER) was shown to be a good approach to address errors in the scope of parallel programming. Previous work showed that this technique presents good performance by imposing reduced overhead in error-free executions. However, in the presence of errors excessive rollbacks may occur, characterizing the Domino Effect. In this paper we propose a scheme that addresses this issue by protecting execution from the Domino Effect. Our experimental results show that without adding any significant overheads to the original DFER version we are able to reduce in up to 40% the total execution time in situations where errors are detected. Furthermore, since there are no significant overheads, the execution time in error-free situations remains the same as in the baseline.
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