Improving test suites for efficient fault localization

B. Baudry, Franck Fleurey, Yves Le Traon
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引用次数: 227

Abstract

The need for testing-for-diagnosis strategies has been identified for a long time, but the explicit link from testing to diagnosis (fault localization) is rare. Analyzing the type of information needed for efficient fault localization, we identify the attribute (called Dynamic Basic Block) that restricts the accuracy of a diagnosis algorithm. Based on this attribute, a test-for-diagnosis criterion is proposed and validated through rigorous case studies: it shows that a test suite can be improved to reach a high level of diagnosis accuracy. So, the dilemma between a reduced testing effort (with as few test cases as possible) and the diagnosis accuracy (that needs as much test cases as possible to get more information) is partly solved by selecting test cases that are dedicated to diagnosis.
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改进测试套件以实现有效的故障定位
对测试诊断策略的需求已经确定了很长时间,但是从测试到诊断(故障定位)的明确链接很少。通过分析有效故障定位所需的信息类型,我们确定了限制诊断算法准确性的属性(称为动态基本块)。基于该属性,提出了一种诊断测试准则,并通过严格的案例研究进行了验证:它表明可以改进测试套件以达到较高的诊断准确性。因此,减少测试工作量(使用尽可能少的测试用例)和诊断准确性(需要尽可能多的测试用例来获得更多信息)之间的困境通过选择专门用于诊断的测试用例部分地解决了。
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