A general modeling and analysis framework for software fault detection and correction process

doi:10.1002/stvr.1600

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	A general modeling and analysis framework for software fault detection and correction process
	Liu, Yu 1; Li, Duo 1; Wang, Lujia 2; Hu, Qingpei2
	2016-08-01
发表期刊	SOFTWARE TESTING VERIFICATION & RELIABILITY
ISSN	0960-0833
卷号	26 期号:5 页码:351-365
摘要	Software reliability growth modeling plays an important role in software reliability evaluation. To incorporate more information and provide more accurate analysis, modeling software fault detection and correction processes has attracted widespread research attention recently. In modeling software correction processes, the assumption of fault correction time is relaxed from constant delay to random delay. However, stochastic distribution of fault correction time brings more difficulties in modeling and corresponding parameter estimation. In this paper, a framework of software reliability models containing both information from software fault detection process and correction process is studied. Different from previous extensions on software reliability growth modeling, the proposed approach is based on Markov model other than a nonhomogeneous Poisson process model. Also, parameter estimation is carried out with weighted least-square estimation method, which emphasizes the influence of later data on the prediction. Two data sets from practical software development projects are applied with the proposed framework, which shows satisfactory performance with the results. Copyright (C) 2016 John Wiley & Sons, Ltd.
关键词	fault detection process fault correction process software reliability weighted least-square estimation
DOI	10.1002/stvr.1600
语种	英语
资助项目	National ST Major Project[ZX06901] ; National Center for Mathematics and Interdisciplinary Sciences of Chinese Academy of Sciences
WOS研究方向	Computer Science
WOS类目	Computer Science, Software Engineering
WOS记录号	WOS:000382932100002
出版者	WILEY-BLACKWELL
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/23345
专题	系统科学研究所
通讯作者	Li, Duo
作者单位	1.Tsinghua Univ, Inst Nucl & New Energy Technol, Key Lab Adv Reactor Engn & Safety, Beijing, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Liu, Yu,Li, Duo,Wang, Lujia,et al. A general modeling and analysis framework for software fault detection and correction process[J]. SOFTWARE TESTING VERIFICATION & RELIABILITY,2016,26(5):351-365.
APA	Liu, Yu,Li, Duo,Wang, Lujia,&Hu, Qingpei.(2016).A general modeling and analysis framework for software fault detection and correction process.SOFTWARE TESTING VERIFICATION & RELIABILITY,26(5),351-365.
MLA	Liu, Yu,et al."A general modeling and analysis framework for software fault detection and correction process".SOFTWARE TESTING VERIFICATION & RELIABILITY 26.5(2016):351-365.