| Paper Abstract and Keywords |
| Presentation |
2006-05-26 13:25
Software Reliability Modeling Based on A Discrete Weibull-Type Failure-Occurrence Times Distribution
Shinji Inoue, Shigeru Yamada (Tottori Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Unified modeling frameworks for software reliability growth models (SRGM's) are known as the frameworks for treating existing SRGM's theoretically and generally. And, the unified modeling frameworks can be also regarded as modeling frameworks which enable us to develop plausible SRGM's reflecting the software failure-occurrence phenomenon in the testing-phase explicitly. Recently, generalized SRGM's which can describe several existing SRGM's comprehensively have been proposed by using the unified modeling frameworks. In this paper, focusing on software reliability growth process depending on discrete-time domain, such as the number of executed test cases, we propose a generalized discrete SRGM assuming that the software failure-occurrence times distribution follows a discrete Weibull distribution. And we discuss parameter estimation of our generalized discrete SRGM, which is based on a heuristic algorithm. Finally, we show numerical examples of our generalized discrete SRGM by using actual fault counting-data. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Software reliability growth model / Discrete-time model / Program size / Binomial process / Discrete Weibull distribution / Software reliability analysis / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 76, R2006-8, pp. 7-12, May 2006. |
| Paper # |
R2006-8 |
| Date of Issue |
2006-05-19 (R) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
R |
| Conference Date |
2006-05-26 - 2006-05-26 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
University of Tokushima |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Softwear Reliability, Reliability Theory, etc. |
| Paper Information |
| Registration To |
R |
| Conference Code |
2006-05-R |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Software Reliability Modeling Based on A Discrete Weibull-Type Failure-Occurrence Times Distribution |
| Sub Title (in English) |
|
| Keyword(1) |
Software reliability growth model |
| Keyword(2) |
Discrete-time model |
| Keyword(3) |
Program size |
| Keyword(4) |
Binomial process |
| Keyword(5) |
Discrete Weibull distribution |
| Keyword(6) |
Software reliability analysis |
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Shinji Inoue |
| 1st Author's Affiliation |
Tottori University (Tottori Univ.) |
| 2nd Author's Name |
Shigeru Yamada |
| 2nd Author's Affiliation |
Tottori University (Tottori Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2006-05-26 13:25:00 |
| Presentation Time |
25 minutes |
| Registration for |
R |
| Paper # |
R2006-8 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.76 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2006-05-19 (R) |