Basic Prototype Analysis on Quality Prediction Methods to Software Systems

Authors(2) :-G. Rajendra, Dr. M. Babu Reddy

Software quality prediction is an essential piece of any product venture. In general many-sided quality and the normal size of the product item continues developing and in the meantime, client continue requesting that more ought to be finished with lesser and lesser exertion. The expectation of Software quality amid improvement life cycle of programming venture encourages the advancement association to make effective utilization of accessible asset to deliver the result of most noteworthy quality. This paper presents study on the product quality forecast models.

Authors and Affiliations

G. Rajendra
Research Scholar, Computer Science, Rayalaseema University, Kurnool, Andhra Pradesh, India
Dr. M. Babu Reddy
HOD, Department of Computer Science, Krishna University, Machilipatnam, Andhra Pradesh, India

Software Quality Assurance, Quality Prediction, Quality Estimation, Neural Networks and Software Reliability.

  1. MR. Lyu, Handbook of software Reliability Engineering IEEE Computer Society Press, McGraw Hill, 1996.
  2. B W. Boehm and P. N. Papaccio, “Understanding and controlling software costs,” IEEE Trans. on Software Engineerin g, vol. 14, no. 10, pp. 1462–1477, October 1988.
  3. FG. Sayward A. J. Perlis and M. Shaw, Software Metrics:An Analysis and Evaluation, MIT Press, Cambridge, MA, 1981.
  4. V Y. Shen, T.Yu, S. M. Thebaut, and L. R. Paulsen, “Identifying error- prone software—an empirical study,” IEEE Trans. on Software Engineering, vol. SE-11, pp. 317–323, April 1985.
  5. S G. Crawford, A. A. McIntosh, and D. Pregibon, “An analysis of static metrics and faults in C software,” J. Syst. Sofyware, vol. 5, pp. 27–48, 1985.
  6. Liang Tian, Afzel Noore, “On-line prediction of software reliability using an evolutionary connectionist model”, Journal of System and Software, Vol.77, NO.2, pp.173-180, 2005.
  7. Liang Tian, Afzel Noore, “Evolutionary neural netwo rk modeling for software cumulative failure time prediction”, Reliability Engineering and System Safety, Vol.87, No.1, pp. 45-51, 2005.
  8. QP. Hu, M. Xie, S.H. Ng, G. Levitin, “Robust recurrent neural network modeling for software fault detection and correction prediction”, Reliability Engineering and System Safety, Vol.92, No.3, pp.332-340, 2007.
  9. T M. Khoshgoftaar, E. B. Allen, Zhiwei Xu, “Predicting testability of program modules using a neural network”, In Proc. of 3rd IEEE Symposium on Application-Specific Systems and Software Engineering Technology, pp.57-62, 2000.
  10. Zhiwei Xu, T. M. Khoshgoftaar, “Software quality prediction for high-assurance network telecommunications systems”,Computer Journal, Vol.44, No.6, pp.557-568, 2001.
  11. Donald E. Neumann, “An Enhanced Neural Network Technique for Software Risk Analysis”, IEEE Transactions on software engineering, Vol.28, No.9, pp.904-912, 2002.
  12. S Kanmani, V. Rhymend Uthariaraj, V. Sankaranaraya
  13. nan, P. Thambidurai, “Object-oriented software fault prediction using neural networks”, Information and Software Technology, Vol.49, No.5, pp.483-492, 2007.
  14. Jon T. S. Quah, Mie Mie Thet Thwin, “Prediction of Software Readiness Using Neural Network”, In Proceedings of 1st International Conference on Information Technology & Applications , Bathurst,Australia, pp. 2312-2316, 2002.
  15. Mie Mie Thet Thwin,Tong-Seng Quah, “Application of neural networks for software quality prediction using Object-oriented metrics”, Journal of systems and software, Vol.76, No.2, pp.147-156, 2005.
  16. SKanmani, V. Rhymend Uthariaraj, V. Sankaranarayan , P. Thambidurai, “Object oriented software quality prediction using general regression neural networks”, ACM SIGSOFT Software Engineering Notes, Vol.29, No.5, pp.1-6, 2004. .

Publication Details

Published in : Volume 1 | Issue 1 | July-August 2016
Date of Publication : 0000-00-00
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 124-131
Manuscript Number : CSEIT11833640
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

G. Rajendra, Dr. M. Babu Reddy, "Basic Prototype Analysis on Quality Prediction Methods to Software Systems", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 1, Issue 1, pp.124-131, July-August-2016. |          | BibTeX | RIS | CSV

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