基于符号执行的MPI程序同步错误检测

Xianjin Fu, Zhenbang Chen, Chun Huang, Wei Dong, Ji Wang
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引用次数: 3

摘要

基于异步的计算和通信重叠是MPI应用中常用的一种方法。然而,这种重叠在异步MPI编程中经常引入同步错误。在本文中,我们提出一种基于符号执行的方法来检测输入相关的同步错误。系统地研究了MPI程序的路径空间,并对程序中同步误差的相关操作进行了具体检查。此外,还提出了两种优化方法来提高效率。我们已经将我们的方法实现为基于符号执行器Cloud9的原型工具。大量的实验结果表明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Synchronization Error Detection of MPI Programs by Symbolic Execution
Asynchrony based overlapping of computation and communication is commonly used in MPI applications. However, this overlapping introduces synchronization errors frequently in asynchronous MPI programming. In this paper, we propose a symbolic execution based method for detecting input-related synchronization errors. The path space of an MPI program is systematically explored, and the related operations of the synchronization errors in the program are checked specifically. In addition, two optimizations are proposed to improve the efficiency. We have implemented our method as a prototype tool based on the symbolic executor Cloud9. The results of the extensive experiments indicate the effectiveness of our method.
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