NDLI: Considering the Dependency of Fault Detection and Correction in Software Reliability Modeling

Content Provider	IEEE Xplore Digital Library
Author	Yanjun Shu Zhibo Wu Hongwei Liu Xiaozong Yang
Copyright Year	2008
Description	Author affiliation: Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin (Yanjun Shu; Zhibo Wu; Hongwei Liu; Xiaozong Yang)
Abstract	Most existing software reliability growth models (SRGMs) focused on the fault detection process, while the fault correction process was ignored by assuming that the detected faults can be removed immediately and perfectly. However, these assumptions are not realistic. The fault correction process is a critical part in software testing. In this paper, we studied the dependency of the fault detection and correction processes in view of the number of faults. The ratio of corrected fault number to detected fault number is used to describe the dependency of the two processes, which appears S-shaped. Therefore, we adopt the logistical function to represent the ratio function. Based on this function, both fault correction and detection processes are modeled. The proposed models are evaluated by a data set of software testing. The experimental results show that the new models fit the data set of fault detection and correction processes very well.
Starting Page	672
Ending Page	675
File Size	232222
Page Count	4
File Format	PDF
ISBN	9780769533360
DOI	10.1109/CSSE.2008.1325
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-12
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Software testing testing process Parameter estimation software reliability growth models Delay effects Predictive models Software reliability Personnel Computer science Fault detection Software systems fault detection process fault correction process Software engineering
Content Type	Text
Resource Type	Article

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