| Presentation | 2019-11-28 Non-homogeneous Markov Process Modeling for Software Reliability Assessment Siqiao Li, Tadashi Dohi, Hiroyuki Okamura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we focus on non-homogeneous Markov processes, which are generalizations of the well-known non-homogeneous Poisson processes, and compare two software reliability models (SRMs) classified into a generalized binomial process (GBP) and a generalized Polya process (GPP). GBP and GPP can be characterized respectively as a Markov death process and a Markov birth process, with state and time dependent transition rates. Through numerical examples with the fault count data observed in actual software development projects, we compare the two SRMs in terms of the goodness-of-fit performances. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Software reliability models / non-homogeneousMarkov processes / Kolmogorov forward equations / Markov property / goodness-of-fit performance |
| Paper # | R2019-44 |
| Date of Issue | 2019-11-21 (R) |
| Conference Information | |
| Committee | R |
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| Conference Date | 2019/11/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Central Electric Club |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Reliability of semiconductor and electronic devices, Reliability general |
| Chair | Akira Asato(Fujitsu) |
| Vice Chair | Tadashi Dohi(Hiroshima Univ.) |
| Secretary | Tadashi Dohi(Hosei Univ.) |
| Assistant | Hiroyuki Okamura(Hiroshima Univ.) / Shinji Yokogawa(Univ. of Electro-Comm.) |
| Paper Information | |
| Registration To | Technical Committee on Reliability |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Non-homogeneous Markov Process Modeling for Software Reliability Assessment |
| Sub Title (in English) | |
| Keyword(1) | Software reliability models |
| Keyword(2) | non-homogeneousMarkov processes |
| Keyword(3) | Kolmogorov forward equations |
| Keyword(4) | Markov property |
| Keyword(5) | goodness-of-fit performance |
| 1st Author's Name | Siqiao Li |
| 1st Author's Affiliation | Hiroshima University(Hiroshima U.) |
| 2nd Author's Name | Tadashi Dohi |
| 2nd Author's Affiliation | Hiroshima University(Hiroshima U.) |
| 3rd Author's Name | Hiroyuki Okamura |
| 3rd Author's Affiliation | Hiroshima University(Hiroshima U.) |
| Date | 2019-11-28 |
| Paper # | R2019-44 |
| Volume (vol) | vol.119 |
| Number (no) | R-315 |
| Page | pp.pp.7-12(R), |
| #Pages | 6 |
| Date of Issue | 2019-11-21 (R) |