Presentation 2014-08-01
Hazard Rate Modeling for Software Reliability Assessment with Multiple Change-Point
Shinji INOUE, Shigeru YAMADA,
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Abstract(in English) This paper discusses software hazard rate modeling with the effect of multiple change-point occurrences for developing more plausible software reliability growth models reflecting actual environment in the testing-phase of a software development process. Especially, our modeling approach enables us to develop a software hazard rate model with the effect of multiple change-point occurrences by assuming the hazard rate function before the first change-point occurrence. Finally, we show numerical examples of software reliability assessment based on our multiple change-point hazard rate model along with the corresponding non-change-point model by using actual data.
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Keyword(in English) Software reliability growth model / Hazard rate model / Multiple Change-point occurrences / Testing-environmental function
Paper # R2014-14
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Committee R
Conference Date 2014/7/25(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Hazard Rate Modeling for Software Reliability Assessment with Multiple Change-Point
Sub Title (in English)
Keyword(1) Software reliability growth model
Keyword(2) Hazard rate model
Keyword(3) Multiple Change-point occurrences
Keyword(4) Testing-environmental function
1st Author's Name Shinji INOUE
1st Author's Affiliation Graduate School of Engineering, Tottori University()
2nd Author's Name Shigeru YAMADA
2nd Author's Affiliation Graduate School of Engineering, Tottori University
Date 2014-08-01
Paper # R2014-14
Volume (vol) vol.114
Number (no) 170
Page pp.pp.-
#Pages 6
Date of Issue