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Optimization Model of COTS Selection Based on Cohesion and Coupling for Modular Software Systems under Multiple Applications Environment

  • Pankaj Gupta
  • Shilpi Verma
  • Mukesh Kumar Mehlawat
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7335)

Abstract

Due to the rapid growth of development of component based software systems, the optimal commercial-off-the-shelf (COTS) selection has become the key concept of optimization techniques used for the purpose. In this paper, we propose an optimization model that aims to select the best-fit COTS components for a modular software system under multiple applications development task. The proposed model maximizes the functional performance and minimizes the total cost of the software system satisfying the constraints of minimum threshold on intra-modular coupling density and reusability of COTS components. A real-world scenario of developing two financial applications for two small-scale industries is included to illustrate the efficiency of the model.

Keywords

Optimization model COTS selection Cohesion and Coupling Reusability Modular software system 

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References

  1. 1.
    Abreu, F.B., Goulão, M.: Coupling and cohesion as modularization drivers: are we being over-persuaded? In: Proceedings of the Fifth European Conference on Software Maintenance and Reengineering, IEEE Computer Society, Washington, DC, USA (2001)Google Scholar
  2. 2.
    Berman, O., Ashrafi, N.: Optimization models for reliability of modular software systems. IEEE Transactions on Software Engineering 19(11), 1119–1123 (1993)CrossRefGoogle Scholar
  3. 3.
    Brown, A.W., Wallnau, K.C.: The current state of CBSE. IEEE Software 15(5), 37–46 (1998)CrossRefGoogle Scholar
  4. 4.
    Chi, D.-H., Lin, H.-H., Kuo, W.: Software reliability and redundancy optimization. In: Proceedings of the Annual Reliability and Maintainability Symposium. IEEE, pp. 41–45 (1989)Google Scholar
  5. 5.
    Chung, L., Cooper, K., Courtney, S.: COTS-Aware requirements engineering: The CARE process. In: Proceedings of the 2nd International Workshop on Requirements Engineering for COTS Components (RECOTS 2004), Kyoto, Japan, September 7 (2004)Google Scholar
  6. 6.
    Cortellessa, V., Marinelli, F., Potena, P.: An optimization framework for “build-or-buy” decisions in software architecture. Computers & Operations Research 35, 3090–3106 (2008)zbMATHCrossRefGoogle Scholar
  7. 7.
    Ehrgott, M.: Multicriteria optimization, 2nd edn. Springer, New York (2005)zbMATHGoogle Scholar
  8. 8.
    Grau, G., Carvallo, J.P., Franch, X., Quer, C.: DesCOTS: A software system for selecting COTS components. In: Proceedings of the 30th IEEE Euromicro Conference (EUROMICRO 2004). IEEE (2004)Google Scholar
  9. 9.
    Jung, H.-W., Choi, B.: Optimization models for quality and cost of modular software systems. European Journal of Operational Research 112, 613–619 (1999)zbMATHCrossRefGoogle Scholar
  10. 10.
    Kontio, J., Chen, S.-F., Limperos, K., Tesoriero, R., Caldiera, G., Deutsch, M.: A COTS selection method and experiences of its use. In: Twentieth Annual Software Engineering Workshop, NASA Goddard Space Flight Center, Greenbelt, Maryland (November 1995)Google Scholar
  11. 11.
    Kotonya, G., Hutchinson, J.: Viewpoints for Specifying Component-Based Systems. In: Crnkovic, I., et al. (eds.) CBSE 2004. LNCS, vol. 3054, pp. 114–121. Springer, Heidelberg (2004)CrossRefGoogle Scholar
  12. 12.
    Kwong, C.K., Mu, L.F., Tang, J.F., Luo, X.G.: Optimization of software components selection for component-based software system development. Computers & Industrial Engineering 58, 618–624 (2010)CrossRefGoogle Scholar
  13. 13.
    Leung, K.R.P.H., Leung, H.K.N.: On the efficiency of domain-based COTS product selection method. Information and Software Technology 44(12), 703–715 (2002)CrossRefGoogle Scholar
  14. 14.
    Mohamed, A., Ruhe, G., Eberlein, A.: COTS selection: past, present, and future. In: Proceedings of the 14th Annual IEEE International Conference and Workshops on the Engineering of Computer-Based Systems (ECBS 2007). IEEE (2007)Google Scholar
  15. 15.
    Neubauer, T., Stummer, C.: Interactive decision support for multiobjective COTS selection. In: Proceedings of the 40th Annual Hawaii International Conference on System Sciences (HICSS 2007). IEEE (2007)Google Scholar
  16. 16.
    Rolland, C.: Requirement engineering for COTS based systems. Information and Software Technology 41(14), 985–990 (1999)CrossRefGoogle Scholar
  17. 17.
    Schrage, L.: Optimization Modeling with LINGO, 5th edn. Lindo Systems Inc., Chicago (2003)Google Scholar
  18. 18.
    Tang, J.F., Mu, L.F., Kwong, C.K., Luo, X.G.: An optimization model for software component selection under multiple applications development. European Journal of Operational Research 212(2), 301–311 (2011)CrossRefGoogle Scholar
  19. 19.
    Zachariah, B., Rattihalli, R.N.: A multicriteria optimization model for quality of modular software systems. Asia-Pacific Journal of Operational Research 24(6), 797–811 (2007)MathSciNetzbMATHCrossRefGoogle Scholar
  20. 20.
    Zahedi, F., Ashrafi, N.: Software reliability allocation based on structure, utility, price and cost. IEEE Transactions on Software Engineering 17(4), 345–356 (1991)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Pankaj Gupta
    • 1
  • Shilpi Verma
    • 1
  • Mukesh Kumar Mehlawat
    • 1
  1. 1.Department of Operational ResearchUniversity of DelhiDelhiIndia

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