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How Negative Effects A Multiple-Fault Program Can Do to Spectrum-Based Fault Localization

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper gives a view of the effects of fault quantity on spectrum-based fault localization. There is a belief that multiple faults would bring side impact on spectrum-based fault localization. However, systemic analysis about that belief is discussed in very limited work and accurate quantitative analysis of that impact compared to single-fault scenario is lacked. To validate that belief, we conducted experiments on 13606 programs with multiple faults. Our results confirm that the existing of multiple faults will bring general side impaction on the efficiency of spectrum-based fault localization. On the contrary to common belief, that side impaction is not as great as expected. Further, there is a positive correlation between the number of faults and the effectiveness of fault localization for locating the most localizable faults.

源语言英语
主期刊名2019 Prognostics and System Health Management Conference, PHAI-Qingdao 2019
编辑Wei Guo, Steven Li, Qiang Miao
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781728108612
DOI
出版状态已出版 - 10月 2019
活动10th Prognostics and System Health Management Conference, PHM-Qingdao 2019 - Qingdao, 中国
期限: 25 10月 201927 10月 2019

出版系列

姓名2019 Prognostics and System Health Management Conference, PHM-Qingdao 2019

会议

会议10th Prognostics and System Health Management Conference, PHM-Qingdao 2019
国家/地区中国
Qingdao
时期25/10/1927/10/19

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