STOCHASTIC DIFFERENTIAL EQUATION MODELING BASED ON COMPONENT IMPORTANCE LEVELS FOR OPEN SOURCE SOFTWARE RELIABILITY ANALYSIS

被引：0
|
作者：
Tamura, Yoshinobu [1 ]
Yamada, Shigeru [2 ]
机构：
[1] Hiroshima Inst Technol, Fac Appl Informat Sci, Dept Comp Sci, Saeki Ku, Miyake 2-1-1, Hiroshima 7315193, Japan
[2] Tottori Univ, Grad Sch Engn, Dept Management Social Syst & Civil Engn, Tottori 6808552, Japan
来源：
14TH ISSAT INTERNATIONAL CONFERENCE ON RELIABILITY AND QUALITY IN DESIGN, PROCEEDINGS | 2008年
关键词：
Open source software; Software reliability modeling; Stochastic differential equations;
D O I：
暂无
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
Network technologies have made rapid progress with the dissemination of computer systems in all areas. These network technologies become increasingly more complex in a wide sphere. Especially, open source software systems which serve as key components of critical infrastructures in the society are still ever-expanding now. In this paper, we propose a new approach to software reliability assessment by creating a fusion of neural network and stochastic differential equations based on component importance levels. Also, we analyze actual software fault-count data to show numerical examples of software reliability assessment considering component importance levels for an open source software.
引用
收藏
页码：59 / +
页数：2
相关论文
共 50 条
  • [31] A reliability assessment method based on ANP for an open source software
    Iriguchi, Shuichi
    Tamura, Yoshinobu
    Yamada, Shigeru
    Eleventh ISSAT International Conference Reliability and Quality in Design, Proceedings, 2005, : 12 - 16
  • [32] Entropy based Software Reliability Growth Modelling for Open Source Software Evolution
    Tandon, Abhishek
    Sharma, Meera
    Kumari, Madhu
    Singh, V. B.
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2020, 27 (02): : 550 - 557
  • [33] A software reliability assessment tool based on AHP and SRGM for an open source software
    Tamura, Yoshinobu
    Yamada, Shigeru
    Eleventh ISSAT International Conference Reliability and Quality in Design, Proceedings, 2005, : 1 - 5
  • [34] A strategic analysis for successful open source software utilization based on a structural equation model
    Sohn, So Young
    Mok, Min Seok
    JOURNAL OF SYSTEMS AND SOFTWARE, 2008, 81 (06) : 1014 - 1024
  • [35] Source time functions of earthquakes based on a stochastic differential equation
    Hirano, Shiro
    SCIENTIFIC REPORTS, 2022, 12 (01):
  • [36] A new software reliability model for open stochastic system based on NHPP
    Li, Qiuying
    Zhang, Chao
    Zhang, Hong
    2017 IEEE INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY COMPANION (QRS-C), 2017, : 624 - 625
  • [37] Sensitivity analysis of software reliability for component-based software applications
    Lo, JH
    Huang, CY
    Kuo, SY
    Lyu, MR
    27TH ANNUAL INTERNATIONAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE, PROCEEDINGS, 2003, : 500 - 505
  • [38] Supporting Reliability Modeling and Analysis for Component-Based Software Architecture: An XML-Based Approach
    Luo, Weichao
    Huang, Linpeng
    2013 13TH INTERNATIONAL CONFERENCE ON QUALITY SOFTWARE (QSIC), 2013, : 390 - 395
  • [39] Software reliability model of open source software based on the decreasing trend of fault introduction
    Wang, Jinyong
    Zhang, Ce
    Yang, Jianying
    PLOS ONE, 2022, 17 (05):
  • [40] Predicting Release Time for Open Source Software based on the Generalized Software Reliability Model
    Washizaki, Hironori
    Honda, Kiyoshi
    Fukazawa, Yoshiaki
    2015 AGILE CONFERENCE, 2015, : 76 - 81
12345