NDLI: A software reliability growth model from testing to operation

Content Provider	IEEE Xplore Digital Library
Author	Jing Zhao Hong-Wei Liu Gang Cui Xiao-Zong Yang
Copyright Year	2005
Description	Author affiliation: Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., China (Jing Zhao; Hong-Wei Liu; Gang Cui; Xiao-Zong Yang)
Abstract	This paper presents a SRGM (software reliability growth model) from testing to operation based on NHPP (nonhomogeneous Poisson process). Although a few research projects have been devoted to the differences between testing environment and operational environment, consideration of the variation of environmental influence factors along testing time in the existing models is limited. The model in this paper is the first scheme of a few NHPP models which take environmental factors experimented from actual failure data as a function of testing time. FDR (fault detection rate) is usually used to measure the effectiveness of fault detection by test techniques and test cases. A bell-shaped FDR function is proposed which integrate both environmental factors and inherent FDR per fault. A NHPP SRGM from testing to operation that incorporates environmental factors called TOE-SRGM is built which integrates FDR of testing phase and the proposed FDR function of operational phase. TOE-SRGM is evaluated using a set of software failure data. The results show that TOE-SRGM fits the failure data better than G-O model and PZ-SRGM.
Sponsorship	Univ. of Szeged
Starting Page	691
Ending Page	694
File Size	114577
Page Count	4
File Format	PDF
ISBN	0769523684
ISSN	10636773
DOI	10.1109/ICSM.2005.82
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2005-09-26
Publisher Place	Hungary
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Software reliability Software testing Environmental factors Fault detection System testing Phase detection Computer science Software performance Software maintenance
Content Type	Text
Resource Type	Article

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