An Extended Binomial-type Software Reliability Model with Test Environment Factors

• INOUE Shinji

  Department of Social Management Engineering, Graduate School of Engineering, Tottori University

• YAMADA Shigeru

  Department of Social Management Engineering, Graduate School of Engineering, Tottori University

抄録

Considering an actual software testing phase, we have no doubt that the software reliability growth process depends on test environment factors, such as testing coverage, the number of test-runs and debugging skills, which affect the software failure occurrence or fault detection phenomenon in the testing phase. In this paper, we propose a software reliability modeling approach that considers the effects of the testing environment factors based on a program size that depends on a discrete binomial-type software reliability model which is consistent with software reliability data collection and enables us to consider the effect of the program size. Finally, we compare the accuracy of our model through a software reliability assessment of our model with the existing corresponding model by using actual data.

収録刊行物

• 日本経営工学会論文誌

  日本経営工学会論文誌 66 (4E), 406-415, 2016

  公益社団法人 日本経営工学会

キーワード

• software reliability assessment
• stochastic modeling
• discrete Weibull distribution
• test environment factors
• regression structure
• logistic curve

詳細情報

• CRID: 1390282680483023744
• NII論文ID: 130005133242
• DOI: 10.11221/jima.66.406
• ISSN: 21879079
• ISSN: 13422618
• 本文言語コード: en
• データソース種別:
  • JaLC
  • CiNii Articles
• 抄録ライセンスフラグ: 使用不可