Incorporating fault dependent correction delay in SRGM with testing effort and release policy analysis

Software Reliability growth models are helping the software society in predicting and analyzing the software product in terms of quality. In this context several software reliability growth models are proposed in the literature. Majority of models concentrated on fault detection process, ignoring the correction. Error detection, correction and dependency are the important phenomenon for the software reliability models. In this paper we proposed a new SRGM model based on correction lag and error dependency with incorporating the testing effort. All numerical calculations are carried out on real datasets and results are analyzed. By analyzing the results our proposed model fits well for the datasets.

[1]  Amrit L. Goel,et al.  Time-Dependent Error-Detection Rate Model for Software Reliability and Other Performance Measures , 1979, IEEE Transactions on Reliability.

[2]  Zhibo Wu,et al.  Modeling of Software Fault Detection and Correction Processes Based on the Correction Lag , 2009 .

[3]  P. K. Kapur,et al.  Software reliability growth model with error dependency , 1995 .

[4]  Michael R. Lyu,et al.  What is software reliability? , 1994, Proceedings of COMPASS'94 - 1994 IEEE 9th Annual Conference on Computer Assurance.

[5]  Shunji Osaki,et al.  Software-reliability growth with a Weibull test-effort: a model and application , 1993 .

[6]  S. M. K. Quadri,et al.  The exponentiated Weibull software reliability growth model with various testing‐efforts and optimal release policy: A performance analysis , 2008 .

[7]  Norman F. Schneidewind Fault correction profiles , 2003, 14th International Symposium on Software Reliability Engineering, 2003. ISSRE 2003..

[8]  Q. P. Hu,et al.  A study of the modeling and analysis of software fault‐detection and fault‐correction processes , 2007, Qual. Reliab. Eng. Int..

[9]  John E. Gaffney,et al.  On predicting software reliability , 1989, [1989] Proceedings of the Thirteenth Annual International Computer Software & Applications Conference.

[10]  Michael R. Lyu,et al.  Handbook of software reliability engineering , 1996 .

[11]  Min Xie,et al.  A Study of the Effect of Imperfect Debugging on Software Development Cost , 2003, IEEE Trans. Software Eng..

[12]  M. Xie,et al.  Software Reliability Models - Past, Present and Future , 2000 .

[13]  Mitsuru Ohba,et al.  Software Reliability Analysis Models , 1984, IBM J. Res. Dev..

[14]  Q. P. Hu,et al.  Modeling and Analysis of Software Fault Detection and Correction Process by Considering Time Dependency , 2007, IEEE Transactions on Reliability.

[15]  C.-T. Lin,et al.  Software Reliability Analysis by Considering Fault Dependency and Debugging Time Lag , 2006, IEEE Transactions on Reliability.

[16]  James Ledoux,et al.  Software Reliability Modeling , 2003 .

[17]  Chin-Yu Huang,et al.  Analysis of incorporating logistic testing-effort function into software reliability modeling , 2002, IEEE Trans. Reliab..

[18]  Shigeru Yamada,et al.  s-Shaped Software Reliability Growth Models and Their Applications , 1984, IEEE Transactions on Reliability.

[19]  Shigeru Yamada,et al.  S-Shaped Reliability Growth Modeling for Software Error Detection , 1983, IEEE Transactions on Reliability.

[20]  P. K. Kapur,et al.  Cost–reliability optimum release policies for a software system under penalty cost , 1989 .

[21]  John D. Musa,et al.  Software reliability - measurement, prediction, application , 1987, McGraw-Hill series in software engineering and technology.

[22]  Hoang Pham,et al.  A software cost model with imperfect debugging, random life cycle and penalty cost , 1996, Int. J. Syst. Sci..

[23]  Shigeru Yamada,et al.  Cost-Reliability Optimal Release Policies for Software Systems , 1985, IEEE Transactions on Reliability.

[24]  Hoang Pham,et al.  NHPP software reliability and cost models with testing coverage , 2003, Eur. J. Oper. Res..