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The Comparative Study of Software Optimal Release Time of Finite NHPP Model Considering Log Linear Learning Factor  

Cheul, Kim Hee (남서울대학교 산업경영공학과)
Cheul, Shin Hyun (백석문화대학교 인터넷정보학부)
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Abstract
In this paper, make a study decision problem called an optimal release policies after testing a software system in development phase and transfer it to the user. When correcting or modifying the software, finite failure non-homogeneous Poisson process model, considering learning factor, presented and propose release policies of the life distribution, log linear type model which used to an area of reliability because of various shape and scale parameter. In this paper, discuss optimal software release policies which minimize a total average software cost of development and maintenance under the constraint of satisfying a software reliability requirement. In a numerical example, the parameters estimation using maximum likelihood estimation of failure time data, make out estimating software optimal release time.
Keywords
Software Release Policies; NHPP; Log Linear Type; Mission Time;
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Times Cited By KSCI : 1  (Citation Analysis)
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1 Gokhale, S. S. and Trivedi, K. S. "A time/structure based software reliability model", Annals of Software Engineering. 8, pp. 85-121. 1999.   DOI   ScienceOn
2 Goel AL, Okumoto K, " Time-dependent fault detection rate model for software and other performance measures", IEEE Trans Reliab 28, pp.206-11, 1978.
3 Yamada S, Ohba H. " S-shaped software reliability modeling for software error detection", IEEE Trans Reliab, 32, pp.475-484, 1983.
4 Zhao M. "Change-point problems in software and hardware reliability", Commun. Stat Theory Methods,22(3), pp.757-768, 1993.   DOI   ScienceOn
5 Shyur H-J. "A stochastic software reliability model with imperfect debugging and change-point", J Syst. Software 66, pp.135-141, 2003.   DOI   ScienceOn
6 Pham H, Zhang X. "NHPP software reliability and cost models with testing coverage", Eur J Oper Res, 145, pp.445-454, 2003.
7 Huang C-Y. "Performance analysis of software reliability growth models with testing-effort and change-point". J Syst Software 76, pp. 181-194, 2005.   DOI   ScienceOn
8 Kuei-Chen, C., Yeu-Shiang, H., and Tzai-Zang, L. "A study of software reliability growth from the perspective of learning effects". Reliability Engineering and System Safety 93, pp. 1410-1421, 2008.   DOI   ScienceOn
9 김희철, 신현철 "대수 선형 위험함수 학습효과에 근거한 NHPP 신뢰성장 소프트웨어 모형에 관한 비교 연구", 한국융합보안학회, pp. 19-26, 2012.
10 J. F. Lawless. Statistical Models and Methods for Lifetime Data. John Wiley & Sons, New York, 1981.
11 L. Kuo and T. Y. Yang."Bayesian Computation of Software Reliability". Journal of the American Statistical Association, Vol.91, pp. 763-773, 1996.   DOI   ScienceOn
12 Xie, M. and Homg, G. Y, "Software release time determination based on unbound NHPP model", Proceeding of the 24th International Conference on Computers and Industrial Engineering. pp. 165-168, 1999.
13 Hee-Cheul KIM and Hyoung-Keun Park, " The Comparative Study of Software Optimal Release Time Based on Burr Distribution", International Journal of Advancements in Computing Technology, Volume 2, Number 3, pp. 119-128, 2010.   DOI
14 Y. HAYAKAWA and G. TELFAR "Mixed Poisson-Type Processes with Application in Software Reliability", Mathematical and Computer Modelling, 31, pp. 151-156, 2000.   DOI   ScienceOn