| Presentation | 2022-10-07 A note on Polynomial Software Reliability Models 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 article, we propose two novel non-homogeneous Poisson process (NHPP)-based software reliability models (SRMs), called finite-failure (type-I) local polynomial NHPP-based SRM and infinite-failure (type-II) local polynomial NHPP-based SRM, whose software debug rates are given by a local polynomial function. The local polynomial SRMs enable us to control the goodness-of-fit by changing the polynomial degree. Numerical examples with 8 software fault count time-interval data are devoted to compare our local polynomial NHPP-based SRMs with the well-known existing NHPP-based SRMs in terms of goodness-of-fit performances. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | software reliability models / non-homogeneous Poisson processes / local polynomial debug rate / maximum likelihood estimation / goodness-of-fit performance |
| Paper # | R2022-35 |
| Date of Issue | 2022-09-30 (R) |
| Conference Information | |
| Committee | R |
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| Conference Date | 2022/10/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Reliability of Information Communication System, Reliability General |
| Chair | Tadashi Dohi(Hiroshima Univ.) |
| Vice Chair | Yasushi Kadota(Ricoh) |
| Secretary | Yasushi Kadota(Hiroshima Univ.) |
| Assistant | Shinji Yokogawa(Univ. of Electro-Comm.) / Takahide Yoshikawa(Fujitsu Lab.) / Takenori Sakumura(Housei Univ.) |
| 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) | A note on Polynomial Software Reliability Models |
| Sub Title (in English) | |
| Keyword(1) | software reliability models |
| Keyword(2) | non-homogeneous Poisson processes |
| Keyword(3) | local polynomial debug rate |
| Keyword(4) | maximum likelihood estimation |
| Keyword(5) | goodness-of-fit performance |
| 1st Author's Name | Siqiao Li |
| 1st Author's Affiliation | Hiroshima University(Hiroshima Univ.) |
| 2nd Author's Name | Tadashi Dohi |
| 2nd Author's Affiliation | Hiroshima University(Hiroshima Univ.) |
| 3rd Author's Name | Hiroyuki Okamura |
| 3rd Author's Affiliation | Hiroshima University(Hiroshima Univ.) |
| Date | 2022-10-07 |
| Paper # | R2022-35 |
| Volume (vol) | vol.122 |
| Number (no) | R-203 |
| Page | pp.pp.19-24(R), |
| #Pages | 6 |
| Date of Issue | 2022-09-30 (R) |