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Volume 28 Issue 1
Jan.  2002
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Journal of Beijing University of Aeronautics and Astronautics  > 2002  >  28(1): 34-38.
CONG Min, LU Min-yan, BAI Yun-fenget al. Study and Implementation of Software Reliability Prediction Method[J]. Journal of Beijing University of Aeronautics and Astronautics, 2002, 28(1): 34-38. (in Chinese)
Citation: CONG Min, LU Min-yan, BAI Yun-fenget al. Study and Implementation of Software Reliability Prediction Method[J]. Journal of Beijing University of Aeronautics and Astronautics, 2002, 28(1): 34-38. (in Chinese)
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Study and Implementation of Software Reliability Prediction Method

  • 1.

    Beijing University of Aeronautics and Astronautics, Dept. of System Engineering of Engineering Technology

  • 2. Gao Hong Telecommunication Co.Ltd

  • Received Date: 16 May 2000
  • Publish Date: 31 Jan 2002
    Abstract
  • Software-reliability evaluation can estimate and predict reliabilities of software . For the purpose of solving the problems in software prediction process, a practical software-reliability prediction method is proposed to give better software reliability predictions. In this method, a model is selected by analyzing and improving models' prediction quality. U plot, Y  plot and logarithm PLR plot are used to analyze models' prediction quality,recalibration method and combination method are used to improve it. A software-reliability analysis tool based on this method is then developed. With this tool one can do predictions using several kinds of raw software reliability models, analyze prediction quality and improve prediction quality of raw models.

     

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  • [1] Lyu Michael R. 软件可靠性工程手册[M]．刘喜成等译．北京:电子工业出版社,1996.47~107,274~285. [2]Lu Minyan．Combination of predictions obtained from different software reliability growth models[J]．Journal of Computer & Software Engineering, 1993,1(4):303~323. [3]Jelinski Z, Moranda P B．Software reliability research ．In:Freiberger W, ed. Statistical Computer Performance Evaluation ． New York:Academic Press,1972.465~484. [4]Goel A L, Okumoto K．Time-dependent error-detection rate model for software and other performance measures[J]． IEEE Trans on Reliability, 1979,R-28(3):206~211. [5]Duane J T．Learning curve approach to reliability monitoring[J]．IEEE Trans on Aerospace,1964,2:563~566. [6]何国伟．软件的MTBF及其验证试验[J]．电子产品可靠性与环境试验,1995(1):2~6. [7]白云峰．基于失效数据的软件可靠性评估及其改进方法研究 ．北京:北京航空航天大学工程系统工程系,1999.
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