a dynamic fault localization technique with noise reduction for java programs

	a dynamic fault localization technique with noise reduction for java programs
	Xu Jian; Chan W.K.; Zhang Zhenyu; Tse T.H.; Li Shanping
	2011
会议名称	11th International Conference on Quality Software, QSIC 2011
会议录名称	Proceedings - International Conference on Quality Software
页码	11-20
会议日期	13-Jul-02
会议地点	Madrid, Spain
收录类别	EI
出版地	United States
ISSN	15506002
ISBN	9780769544687
部门归属	(1) Department of Computer Science, Zhejiang University, Hangzhou, China; (2) Department of Computer Science, City University of Hong Kong, Tat Chee Avenue, Hong Kong, Hong Kong; (3) State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China; (4) Department of Computer Science, University of Hong Kong, Pokfulam, Hong Kong, Hong Kong
摘要	Existing fault localization techniques combine various program features and similarity coefficients with the aim of precisely assessing the similarities among the dynamic spectra of these program features to predict the locations of faults. Many such techniques estimate the probability of a particular program feature causing the observed failures. They ignore the noise introduced by the other features on the same set of executions that may lead to the observed failures. In this paper, we propose both the use of chains of key basic blocks as program features and an innovative similarity coefficient that has noise reduction effect. We have implemented our proposal in a technique known as MKBC. We have empirically evaluated MKBC using three real-life medium-sized programs with real faults. The results show that MKBC outperforms Tarantula, Jaccard, SBI, and Ochiai significantly. © 2011 IEEE.
关键词	Acoustic Noise Measurement Java Programming Language Tracking (Position)
主办者	Computer Science School of the Universidad Complutense de Madrid; Madrid Convention Bureau of the Madrid City Council
内容类型	会议论文
URI标识	http://ir.iscas.ac.cn/handle/311060/14391
专题	基础软件与系统重点实验室
推荐引用方式 GB/T 7714	Xu Jian,Chan W.K.,Zhang Zhenyu,et al. a dynamic fault localization technique with noise reduction for java programs[C]. United States,2011:11-20.

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