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The Comparative Study of Software Optimal Release Time of Finite NHPP Model Considering Half-Logistic and Log-logistic Distribution Property  

Kim, Hee Cheul (남서울대학교 산업경영공학과)
Publication Information
Journal of Korea Society of Digital Industry and Information Management / v.9, no.2, 2013 , pp. 1-10 More about this Journal
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. In the course of correcting or modifying the software, finite failure non-homogeneous Poisson process model, presented and was proposed release policies of the life distribution, half-logistic and log-logistic distributions 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 parameter estimation using maximum likelihood estimation of failure time data make out, and software optimal release time was estimated.
Keywords
Software Release Policies; Half-Logistic and Log-Logistic Distribution; 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, 1999, pp. 85-121.   DOI   ScienceOn
2 Goel AL, Okumoto K, "Time-dependent fault detection rate model for software and other performance measures," IEEE Trans Reliab. 28, 1978, pp. 206-11.
3 Yamada S, Ohba H. "S-shaped software reliability modeling for software error detection," IEEE Trans Reliab, 32,1983, pp. 475-484.
4 Zhao M. "Change-point problems in software and hardware reliability," Commun. Stat Theory Methods, 22(3), 1993, pp. 757-768.   DOI   ScienceOn
5 Shyur H-J. "A stochastic software reliability model with imperfect debugging and change-point," J Syst. Software 66, 2003, pp. 135-141.   DOI   ScienceOn
6 Pham H, Zhang X. "NHPP software reliability and cost models with testing coverage," Eur. J Oper. Res, 145, 2003, pp. 445-454.
7 Huang C-Y. "Performance analysis of software reliability growth models with testing-effort and change-point," J Syst Software 76, 2005, pp. 181-194.   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 93,21, 2008, pp. 1410-1414.   DOI   ScienceOn
9 김희철, "지수형과 로그형 위험함수 학습효과에 근거한 NHPP 소프트웨어 신뢰성장모형에 관한 비교연구," 디지털산업정보학회 논문지, 제8권, 제2호, 2012, pp. 1-10.
10 J. F. Lawless. Statistical Models and Methods for Lifetime Data. John Wiley & Sons, 1981, New York.
11 L. Kuo and T. Y. Yang. "Bayesian Computation of Software Reliability," Journal of the American Statistical Association, Vol. 91, 1996, pp. 763-773.   DOI   ScienceOn
12 이상식, 김희철, "혼합 와이블 NHPP 모형에 근거한 소프트웨어 최적방출시기에 관한 연구," 디지털산업정보학회 논문지, 제6권, 제2호, 2010, pp. 183-191.
13 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. 1999, pp. 165-168.
14 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 3,2010, pp. 119-128.   DOI
15 Khaled M. S. Faqih, "Proceedings of the In ternational Multi Conference of Engineers and Computer Scientists," Vol I IMECS Hongkong, March, 2009.
16 K. Kanoun and J. C. Laprie, "Handbook of Software Reliability Engineering," M. R. Lyu, Editor, chapter Trend Analysis. McGraw-Hill New York, NY, 1996, pp. 401-437.
17 R. Satya Prasad, K. R. H. Rao and R. R. L Kantha, "Software Reliability Measuring using Modified Maximum Likelihood Estimation and SPC," International Journal of Computer Applications (0975-8887) Volume 21, No. 7, May, 2011, pp. 1-5.
18 M. Xie, T. N. Goh, P. Rajan, "Some effective control chart procedures for reliability monitoring," Elsevier science Ltd, Reliability Engineering and system safety 77, 2002, pp. 143-150.   DOI   ScienceOn