Prioritization on Software Reliability Assessment using Adaptive Testing Strategy

Authors

  • Dr. P. Maragathavalli  Department of Information Technology, Pondicherry Engineering College, Pillaichavadi, Puducherry, Tamil Nadu, India
  • A.Saranya  Department of Information Technology, Pondicherry Engineering College, Pillaichavadi, Puducherry, Tamil Nadu, India

Keywords:

Adaptive Random Testing; Test Case Prioritization

Abstract

Regression testing assures changed programs against spontaneous improvement. Rearranging the execution order of test cases is a key idea to improve their effectiveness. Many test case prioritization techniques determine test cases using the random selection appear, and yet random ordering of test cases has been considered as ineffective. Adaptive random testing (ART) is a talented aspirant that may deputy random testing (RT). Coverage-based ART techniques are statistically better than Random testing in detecting faults. ART prioritization techniques used for coverage-based prioritization to reduce time consumption.

References

  1. J. Brest, S. Greiner, B. Boskovic, M. Mernik, and V. Zumer, “Adapting control parameters in differential evolution: A comparative study on numerical benchmark problems,” IEEE Transactions on Evolutionary Computer, Vol. 10, No. 6, Dec 2016, pp. 646-657.
  2. Junpeng Lv, Bei-Bei Yin, and Kai-Yuan Cai,“On The Asymptotic Behavior of Adaptive Testing”, IEEE Transactions on Software Engineering, Vol. 40, No. 4, Apr 2014, pp. 396-412.
  3. Junpeng Lv, Bei-Bei Yin, and Kai-Yuan Cai, “Estimating confidence interval of software reliability with adaptive testing strategy”, Journal Systems Software, Vol. 97, Oct. 2014, pp. 192-206.
  4. Musa, J. D.: “Operational Profiles in Software-Reliability Engineering,” IEEE Software Engineering, Vol. No. 2, 2010, pp. 14-32.
  5. S. Paterlini and T. Krink,“High performance clustering with differential evolution,” IEEE Congress on Evolutionary Computation, Vol. 2, 2014, pp. 204-201.
  6. Chen, T, Kuo, F, Liu, H and Wong, E, “Code coverage of adaptive random testing,” IEEE Transactions on Reliability, Vol. 62, No. 1, 2013, pp. 226-237.
  7. T. Y. Chen, F.-C. Kuo, R. Merkel, and T. H. Tse. “Adaptive random testing: The ART of test case diversity”, Journal of Systems and Software, 2010, pp.60-66.
  8. Andrea Arcuri, Member, IEEE, and Lionel Briand, Fellow, “Formal Analysis of the Probability of Interaction Fault Detection Using random testing,” IEEE transactions on software engineering, Vol. 38, 2012.
  9. C. Fang, Z. Chen, K. Wu, and Z. Zhao. “Similarity-based test case prioritization using ordered sequences of program entities,” Software Quality Journal, No. 22, 2014, pp.335-361.

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

Downloads

Published

2017-06-30

Issue

Volume 2, Issue 3, May-June-2017

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

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

How to Cite

[1]
Dr. P. Maragathavalli, A.Saranya, " Prioritization on Software Reliability Assessment using Adaptive Testing Strategy" International Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 2, Issue 3, pp.273-277, May-June-2017.