SOFTWARE RELIABILITY PREDICTION USING SPN

被引：0
|
作者：
Abbasabadee, S. [1 ]
Motameni, H. [1 ]
Jahangirvand, H. [2 ]
机构：
[1] Islamic Azad Univ, Sari Branch, Dept Comp Engn, Sari, Iran
[2] Ports & Maritime Org, Amirabad Port Special Econ Zone, Behshahr, Iran
来源：
JOURNAL OF FUNDAMENTAL AND APPLIED SCIENCES | 2016年 / 8卷
关键词：
Reliability; SPN; Markov Chain; Component based-software;
D O I：
10.4314/jfas.v8i3s.149
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
Reliability is an important software quality parameter. In this research for computation of software reliability, component reliability model based on SPN would be proposed. An isomorphic markov chain is obtained from component SPN model. A quantitative reliability prediction method is proposed. The component reliability value is calculated according to the transition cumulative probability distribution of markov chain, obtained from the software SPN model. By means of reliability prediction of the whole software, we'll introduce CRMPN. In CRMPN states are component reliability model and transition are marked with components reliability. With this research more complex software could be simplified and reliability of the software could be evaluated effectively. An example is provided for demonstrating the feasibility and applicability of our method.
引用
收藏
页码：956 / 965
页数：10
相关论文
共 50 条
  • [31] A SOFTWARE-RELIABILITY PREDICTION MODEL USING A NEURAL-NETWORK
    TAKADA, Y
    MATSUMOTO, K
    TORII, K
    SYSTEMS AND COMPUTERS IN JAPAN, 1994, 25 (14) : 22 - 31
  • [32] Technique for Early Reliability Prediction of Software Components Using Behaviour Models
    Ali, Awad
    Jawawi, Dayang N. A.
    Isa, Mohd Adham
    Babar, Muhammad Imran
    PLOS ONE, 2016, 11 (09):
  • [33] MODELING SOFTWARE TESTING FOR RELIABILITY PREDICTION
    DOWNS, T
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 1994, 9 (02): : 104 - 111
  • [34] Statistical simulation and prediction in software reliability
    Leahu, Alexei
    Lupu, Carmen Elena
    ANALELE STIINTIFICE ALE UNIVERSITATII OVIDIUS CONSTANTA-SERIA MATEMATICA, 2008, 16 (01): : 81 - 89
  • [35] Advanced Models for Software Reliability Prediction
    Bluvband, Zigmund
    Porotsky, Sergey
    Talmor, Michael
    ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS), 2011 PROCEEDINGS, 2011,
  • [36] A technique for early software reliability prediction
    Tripathi, R
    Mall, R
    DISTRIBUTED COMPUTING AND INTERNET TECHNOLOGY, PROCEEDINGS, 2005, 3816 : 470 - 481
  • [37] APPROACHES TO SOFTWARE-RELIABILITY PREDICTION
    DALE, CJ
    HARRIS, LN
    PROCEEDINGS ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 1982, (NSYM): : 167 - 175
  • [38] A New Method on Software Reliability Prediction
    Zhang Xiaonan
    Yang Junfeng
    Du Siliang
    Huang Shudong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [39] Early Prediction of Software Component Reliability
    Cheung, Leslie
    Roshandel, Roshanak
    Medviclovic, Nenad
    Golubchik, Leana
    ICSE'08 PROCEEDINGS OF THE THIRTIETH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, 2008, : 111 - 120
  • [40] PREDICTION OF SOFTWARE RELIABILITY DURING DEBUGGING
    MORANDA, PB
    PROCEEDINGS ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 1975, (JAN28): : 327 - 332
12345