HPC应用中影响数据错误传播的因素分析

G. Utrera, Marisa Gil, X. Martorell
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引用次数: 2

摘要

用于科学计算的算法代码可能对内存错误表现出不同程度的容忍度,这取决于程序在访问数据时的行为。在高性能计算程序中,有一些因素是可以控制的,这些因素可能会影响对内存错误的容忍度。对应用程序显示的漏洞程度进行表征可以帮助提高其安全性,并节省时间和资源。在这项工作中,我们研究了一些可能影响内存访问产生的错误传播的主要因素。
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Analysis of the Impact Factors on Data Error Propagation in HPC Applications
Algorithmic codes for scientific computing may exhibit diverse levels of tolerance to memory errors, depending on the program behavior when accessing data. There are factors that can be controlled in an HPC program and may influence the tolerance degree to memory errors. A characterization of the degree of vulnerability an application exhibits can help to improve its security as well as save time and resources. In this work, we study some main factors that may have an impact on the propagation of errors originated from memory accesses.
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