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Reseach Article

Software Architecture Evaluation using Multivariate Statistical Analysis

by Dr. G. Zayaraz, J. Syed Ibrahim Shah, C. Dhaya, Dr. V. Vijayalakshmi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 35 - Number 8
Year of Publication: 2011
Authors: Dr. G. Zayaraz, J. Syed Ibrahim Shah, C. Dhaya, Dr. V. Vijayalakshmi
10.5120/4418-6139

Dr. G. Zayaraz, J. Syed Ibrahim Shah, C. Dhaya, Dr. V. Vijayalakshmi . Software Architecture Evaluation using Multivariate Statistical Analysis. International Journal of Computer Applications. 35, 8 ( December 2011), 1-9. DOI=10.5120/4418-6139

@article{ 10.5120/4418-6139,
author = { Dr. G. Zayaraz, J. Syed Ibrahim Shah, C. Dhaya, Dr. V. Vijayalakshmi },
title = { Software Architecture Evaluation using Multivariate Statistical Analysis },
journal = { International Journal of Computer Applications },
issue_date = { December 2011 },
volume = { 35 },
number = { 8 },
month = { December },
year = { 2011 },
issn = { 0975-8887 },
pages = { 1-9 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume35/number8/4418-6139/ },
doi = { 10.5120/4418-6139 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:21:25.109396+05:30
%A Dr. G. Zayaraz
%A J. Syed Ibrahim Shah
%A C. Dhaya
%A Dr. V. Vijayalakshmi
%T Software Architecture Evaluation using Multivariate Statistical Analysis
%J International Journal of Computer Applications
%@ 0975-8887
%V 35
%N 8
%P 1-9
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Organizations often need to choose Software Architecture for future development from several competing candidate architectures. The various stakeholders’ quality requirements need to be considered collectively to describe the quality requirements of the envisioned system and therefore build the basis for the comparison and selection criteria. The involvement of many stakeholders with different preferences of quality requirements poses a challenge for evaluation. In this paper, Multivariate Statistical Analysis approach has been employed to model the differences in preferences of the quality requirements of the stakeholders. Based on this model the different candidate architectures are evaluated for the conformance to the stakeholders’ quality requirements.

References
  1. G. Zayaraz and P. Thambidurai, “Quantitative Model for the Evaluation of Software Architectures,” Journal of Software Quality Professional, American Society for Quality, vol. 9, no. 3, pp. 28-40, June 2007
  2. S. Richard and R. Ronald, “Interconnectivity Analysis for Large Software Systems,” Proceedings of the California Software Symposium, pp. 3-17, Mar.1995.
  3. G. Zayaraz, P. D. Thambidurai, M. Srinivasan and P. D. Rodrigues, “Software quality assurance through COSMIC FFP,” ACM SIGSOFT Software Engineering Notes, vol. 30, no. 5, pp. 1-5, Sep. 2005.
  4. T. L. Saaty, The Analytic Hierarchy Process, McGraw Hill, Inc., 1980.
  5. T. K. See and K. Lewis, “Multi attribute Decision Making Using Hypothetical Equivalents,” Proceedings of the ASME Design Technical Conference,pp. 176-182, Oct. 2002.
  6. C. Chatfield and A. J. Collins, “Introduction to Multivariate Analysis,” Journal of the American Statistical Association, vol. 78, no. 381, pp. 212-213, Mar. 1983.
  7. M. Svahnberg, C. Wohlin, L. Lundberg and M. Mattsson, “A Method for Understanding Quality Attri-butes in Software Architecture Structures,” Proceedings of the 14th International Conference on Software Engineering and Knowledge Engineering, pp. 819-826, July 2002.
  8. G. Zayaraz and P. Thambidurai, “Software Architecture Selection Framework Based On Quality Attributes,” Proceedings of the IEEE Conference INDICON, pp. 167-170, Dec. 2005.
  9. S Vijayalakshmi, G Zayaraz and V Vijayalakshmi, “Multicriteria Decision Analysis Method for Evaluation of Software Architectures,” International Journal of Computer Applications, PP. 22–27, February, 2010
  10. F. Losavio, L. Chirinos, N. Levy and A. Ramdane, “Quality Characteristics of Software Architecture,” Journal of object Technology, vol. 2, no. 2, pp. 133-150, Mar. 2003.
  11. A. Volker and J. Giesen, “Requirements Interdependencies and Stakeholders Preferences,” Proceedings of the 10th Anniversary IEEE Joint international Conference on Requirements Engineering, pp. 206-212, Sep. 2002.
  12. B. Boehm and A. Egyed, “WinWin Requirements Negotiation Process: A Multi Project Analysis,” Proceedings of the 5th International Conference on Software Process, pp. 125-136, Aug. 1998.
  13. A. V. Lamsweerde, “Goal-Oriented Requirements Engineering: A Guided Tour,” Proceedings of the 5th IEEE International Symposium on Requirements Engineering, pp. 249-263, Aug. 2001.
  14. Dr. G. Zayaraz, Dr. V. Vijayalakshmi, M. Venkatesan and S. Mathivanan, “Quantitative Analysis of Service Oriented Architectures,” CIIT International Journal of Engineering and Technology, pp. 1-5, May 2011.
Index Terms

Computer Science
Information Sciences

Keywords

Software Architecture Quality Requirements Multivariate Statistical Analysis