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한국통계학회 논문집 = Communications of the Korean Statistical Society v.14 no.3, 2007년, pp.497 - 506   피인용횟수: 4
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A Class of Discrete Time Coverage Growth Functions for Software Reliability Engineering

Park, Joong-Yang   (Department of Information Statistics, RINS and RICI, Gyeongsang University  ); Lee, Gye-Min   (Department of Information Statistics, RINS and RICI, Gyeongsang University  ); Park, Jae-Heung   (Department of Computer Science, RINS and RICI, Gyeongsang University  );
  • 초록

    Coverage-based NHPP SRGMs have been introduced in order to incorporate the coverage growth behavior into the NHPP SRGMs. The coverage growth function representing the coverage growth behavior during testing is thus an essential factor of the coverage-based NHPP SRGMs. This paper proposes a class of discrete time coverage growth functions and illustrates its application to real data sets.


  • 주제어

    Software reliability growth model .   non-homogeneous Poisson process .   coverage growth function.  

  • 참고문헌 (16)

    1. Gokhale, S. S. and Mullen, R. E. (2004). From test count to code coverage using the lognormal failure rate. In Proceedings 15th ISSRE, St. Malo, Bretagne 
    2. Gokhale, S. S. and Mullen, R. E. (2005). Dynamic code coverage metrics: a lognormal perspective. In Proceedings of the 11th IEEE International Software Metrics Symposium 
    3. Gokhale, S. S., Philip, T., Marinos, P. N. and Trivedi, K. S. (1996). Unification of finite failure non-homogeneous Poisson process models through test coverage. In Proceedings of the 7th International Symposium on Software Reliability Engineering, 299-307, White Plains, New York 
    4. Gokhale, S. S. and TrivediK, K. S. (1999). A time/structure based software reliability model. Annals of Software Engineering 8, 85-121 
    5. Grottke, M. (2002). A vector Markov model for structural coverage growth and the number of failure occurrences. In Proceedings of the 13th International Symposium on Software Reliability Engineering, 304-315, Annapolis, Maryland 
    6. Malaiya, Y. K., Li, M. N., Bieman, J. M. and Karcich, R. (2002). Software reliability growth with test coverage. IEEE Transactions on Reliability, 51, 420-426 
    7. Park, J.-Y., Hwang, Y.-S. and Fujiwara.,T. (2005a). Integration of imperfect debugging in general testing-domain dependent NHPP SRGM. International Journal of Reliability, Quality and Safety Engineering 12, 493-505 
    8. Park, J.-Y., Fujiwara, T. and Park, J. H. (2005b). A coverage function for arbitrary testing profile and its performance. International Journal of Reliability and Applications, 6, 87-99 
    9. Park, J.-Y. and Fujiwara, T. (2006). Coverage growth functions for software reliability modeling. In Proceedings of 2nd AIWARM, 435-442 
    10. Pham, H. and Zhang, X. (2003). NHPP software reliability and cost models with testing coverage. European Journal of Operational Research 145, 443-454 
    11. Piwowarski, P., Ohba, M. and Caruso, J. (1993). Coverage measure experience during function test. In Proceedings of the 15th international conference on Software Engineering, 287-301, Baltimore, MD 
    12. Sedigh-Ali, S., Ghafoor, A. and Paul, R. A. (2002). Temporal modeling of software test coverage. In Proceedings of the 26th Annual International Computer Software and Applications Conference, 823-828, Orlando, Florida 
    13. Vouk, M. A. (1992). Using reliability models during testing with no-noperational profiles. Proceedings of 2nd Bellcore/Purdue Workshop Issues in Software Reliability Estimation, 103-111 
    14. Yamamoto, T., Inoue, S. and Yamada, S. (2004). A software reliability growth model with testing-coverage maturity process. In Proceedings of the Tenth ISSAT International Conference on Reliability and Quality in Design, 299-303, Las Vegas, NV 
    15. Yamada, S. and Fujiwara, T. (2001). Testing-domain dependent software reliability growth models and their comparisons of goodness-of-fit. In Proceedings of the 7th ISSAT International Conference on Reliability and Quality in Design, 8, 205-218 
    16. Fujiwara, T. and Yamada, S. (2002). Co coverage-measure and testing-domain metrics based on a software reliability growth model. International Journal of Reliability, Quality and Safety Engineering, 9, 329-340 
  • 이 논문을 인용한 문헌 (4)

    1. 2008. "" 한국통계학회 논문집 = Communications of the Korean Statistical Society, 15(6): 875~881     
    2. 2010. "" 한국통계학회 논문집 = Communications of the Korean Statistical Society, 17(6): 909~916     
    3. 2011. "" 한국통계학회 논문집 = Communications of the Korean Statistical Society, 18(5): 667~674     
    4. 2013. "" Communications for statistical applications and methods = 한국통계학회논문집, 20(6): 467~474     

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