An Overview and Classification of Software Reliability Models

Authors

  • Dilip Sadhankar  Research Scholar, Department of Electronics & Computer Science, R.T.M. Nagpur University, Nagpur, Maharashtra, India
  • Ashish Sasankar  Assocate Professor, Department of Computer Science, G.H. Raisoni Institute of Information Technology, Nagpur, Maharashtra, India

Keywords:

Software reliability, Empirical model, Classification, times between failures, Estimation, failure count models, fault seeding, input domain models, model fitting, NHPP

Abstract

A software quality aspect is measured in terms of mean time to failure or failure intensity of the software. It is one of the key attributes when talk about software quality. Software quality may parts into quality aspect in various ways; however, software reliability seen as one of the key attribute of software quality. Software reliability is a valuable measure in planning and controlling the resources throughout the development process, as a result, high quality software can be developed. Scheduling and controlling the testing resources through software reliability measures can be completed by matching the additional cost of testing and the corresponding improvement in software reliability. It is too, a valuable measure for providing the user confidence about software correctness. A number of analytical models have been introduced in the past decades to assess the reliability of the software system. In this paper, researchers are giving an overview & analysis of software reliability models.

References

  1. Lee, Kyoungwoo, Fault, Failure & Reliability
  2. Michael R. Lyu, Software Reliability Engineering: A Roadmap
  3. John B. Bowen, Standard error classification to support software reliability assessment
  4. Zhi Wang, Bing Li and Yutao Ma, "An Analysis of Research in Software Engineering: Assessment and Trends"
  5. Michael R. Lyu, Handbook of software reliability engineering
  6. John D. Musa and Kazuhira Okumoto, "Software Reliability Models: Concepts, Classification, Comparisons, and Practice", Electronic Systems Effectiveness and Life Cycle Costing pp 395-423
  7. A.L. Goel,"Software Reliability Models: Assumptions, Limitations, and Applicability",IEEE Transactions on Software, Volume SE 11,Issue 12,December 1985
  8. Xie Min - 1991, Software reliability modeling
  9. Dana Crowe, Design for Reliability
  10. Z. Jelinski, P. Moranda, SOFTWARE RELIABILITY RESEARCH
  11. N.E. Fenton ; M. Neil,"A critique of software defect prediction models",IEEE Transactions on Software, Volume: 25 Issue: 5
  12. C.V. Ramamoorthy ; F.B. Bastani, "Software Reliability-Status and Perspectives", IEEE Transactions on Software, Volume: SE-8 Issue: 4
  13. G.J. Schick ; R.W. Wolverton, "An Analysis of Competing Software Reliability Models", IEEE Transactions on Software, Volume: SE-4 Issue: 2
  14. J.G.Shanthikumar, "A general software reliability model for performance prediction", Microelectronics Reliability, Volume 21, Issue 5, 1981, Pages 671-682
  15. John D. Musa, A theory of software reliability and its application
  16. H Pham, Software reliability
  17. Latha Shanmugam and Dr. Lilly Florence, "An Overview of Software Reliability Models", Volume 2, Issue 10, October 2012 ISSN: 2277 128X International Journal of Advanced Research in Computer Science and Software Engineering
  18. A. Yadav1 & R. A. Khan, "Critical Review on Software Reliability", International Journal of Recent Trends in Engineering, Vol 2, No. 3, November 2009.
  19. Jiantao Pan,"Software Reliability",Carnegie Mellon University 18-849b Dependable Embedded Systems Spring 1999
  20. B. Parhami, Defect, Fault, Error,..., or Failure?, IEEE Transactions on Reliability ( Volume: 46, Issue: 4, Dec 1997 )
  21. Jiantao Pan,"Software Reliability",Carnegie Mellon University 18-849b Dependable Embedded Systems Spring 1999

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2018-02-28

Issue

Volume 3, Issue 1, January-February-2018

Section

Research Articles

License

Copyright (c) IJSRCSEIT

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Dilip Sadhankar, Ashish Sasankar, " An Overview and Classification of Software Reliability Models, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 1, pp.1960-1966, January-February-2018.