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A Gravitational Search Algorithm for effective Web Service Selection for Composition with enhanced QoS in SOA

by D. Palanikkumar, P. Anbuselvan, B. Rithu
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 42 - Number 8
Year of Publication: 2012
Authors: D. Palanikkumar, P. Anbuselvan, B. Rithu
10.5120/5712-7768

D. Palanikkumar, P. Anbuselvan, B. Rithu . A Gravitational Search Algorithm for effective Web Service Selection for Composition with enhanced QoS in SOA. International Journal of Computer Applications. 42, 8 ( March 2012), 12-15. DOI=10.5120/5712-7768

@article{ 10.5120/5712-7768,
author = { D. Palanikkumar, P. Anbuselvan, B. Rithu },
title = { A Gravitational Search Algorithm for effective Web Service Selection for Composition with enhanced QoS in SOA },
journal = { International Journal of Computer Applications },
issue_date = { March 2012 },
volume = { 42 },
number = { 8 },
month = { March },
year = { 2012 },
issn = { 0975-8887 },
pages = { 12-15 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume42/number8/5712-7768/ },
doi = { 10.5120/5712-7768 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:30:47.087878+05:30
%A D. Palanikkumar
%A P. Anbuselvan
%A B. Rithu
%T A Gravitational Search Algorithm for effective Web Service Selection for Composition with enhanced QoS in SOA
%J International Journal of Computer Applications
%@ 0975-8887
%V 42
%N 8
%P 12-15
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Web services selection and composition is a new software development paradigm to achieve service oriented computing. QoS of compound service is a key factor for satisfying the users' needs. The services selection algorithm based on quality of services is a combinatorial optimization problem. For Web services selection for composition based on QoS, the optimization algorithms can solve it well. Genetic Algorithm and Gravitational Search Algorithm are proposed to solve this issue. In order to meet the QoS requirements of consumers, this paper presents the QoS calculation of non functional requirements such as cost, availability, reliability and execution time. To verify the effectiveness in latency of Web Services selection the above two algorithms are compared. Results indicate the Gravitational Search Algorithm improves the latency over the Genetic algorithm.

References
  1. B. Zibanezhad, K. Zamanifar, N. Nematbakhsh, F. Mardukhi "An Approach for Web Services Composition Based on QoS and Gravitational Search Algorithm".
  2. Xue-Long Wang, B. , Z. Jinq and H. Z. Yanq, 2011. "Service selection constraint model and optimization alogrithm for web service composition". MARCH-2011
  3. Xi Chen, Xudong Liu, Zicheng Huang, and Hailong Sun "Web Services Composition and Optimizing Algorithm Based on QoS".
  4. Chen, X. , X. Liu, Z. Huang and H. Sun, 2010. "RegionKNN: A scalable hybrid collaborative filtering algorithm for personalized web service recommendation (ICWS)". Proceeding of the IEEE International Conference on Web Services, Issue Date: 5-10 July 2010.
  5. E. Rashedia, H. Nezamabadi-pour, and S. Saryazdi, "GSA: A Gravitational Search Algorithm", Elsevier, New York, NY, USA, June 2009, pp. 2232-2248.
  6. Goldberg, D. E. 1989. "Genetic algorithms in search, optimization and machine learning". Addison-Wesley Longman Publishing Co. , Inc. ,
  7. Esmat Rashedi, Hossien Nezamabadi-pour, Saeid Saryazdi, Malihe M. Farsangi. "Allocation of Static Var Compensator Using Gravitational Search Algorithm".
  8. R. Manoharan, A. Archana and Siddhika Cowlagi "Hybrid Web Services Ranking Algorithm". IJCSI, Vol 8, Issue 3, No. 2, May 2011.
  9. Demian Antony D'Mello, Ananthanaranyana. "A Review of Quality of Service (QoS) Driven Dynamic Web Service Selection Techniques" ICIIS 2010, Jul 29-Aug 01,2010, India.
  10. B Prashanth and Y Narahari "Efficient Algorithm for Combinatorial Auctions with Volume Discounts Arising in Web Service Composition".
  11. Al-Masri E. , Mahmoud Q. H. , "Discovering the best web service", (poster) 16th Intl. Conference on World Wide Web (WWW), 2007, pp. 1257-1258. (For QWS Dataset Version 1. 0 or QWS Dataset Version 2. 0).
  12. Chengwen Zhang. , "Adaptive Genetic Algorithm for QoS-aware Service Selection". 2011 Workshops of International Conference on Advanced Information Networking and Application.
  13. Yves Vanrompay, Peter Rigole, Yolande Berbers. , "Genetic Algorithm-Based Optimization of Service Composition and Deployment".
  14. Dmytro Zhovtobryukh. , "A Petri Net-based Approach for Automated Goal-Driven Web Service Composition". Simulation 2007; 83; 33.
  15. Canfora G. , Penta M. , Di,Esposito R. , and Villani M. , "A lightweight approach for QoS-aware service composition", In Proc. of the 2nd Intl. Conference on Service Oriented Computing, New York, USA. 2004.
  16. W3C Working Group. Web services architecture. http://www. w3. org/.
  17. Zhang Liang-Jie, Li Bing, and Chao Tian st al. , "On demand Web services-based business process composition", In Proc. of the IEEE Intl. Conference on System, Man, and Cybernetics, Washington, USA, 2003.
  18. Wei-Hua Ai, Yun-Xian Huang, Hui Zhang, and Ning Zhou, "Web Services Composition and Optimizing Algorithm Based on QoS", 4th Intl. Conference on Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08, Oct. 2008.
  19. Ming Chen, Zhen-wu Wang, "An Approach for Web Services Composition Based on QoS and Discrete Particle Swarm Optimization", ACIS Intl. Conference on Software Engineering, AI, Networking, and Parallel/Distributed Computing, 2007, vol. 2, pp. 37-4.
  20. Demian Antony D'Mello, V. S. Ananthanaranyana. , "A Tree Structure for Web Service Composition". @2009.
  21. Joyce El Haddad, Maude Manouvrier, and Marta Rukoz, (2010) "TQoS: Transactional and QoS-Aware Selection Algorithm for Automatic Web Service Composition", IEEE Transactions on Services Computing, Vol. 3, No. 1.
  22. Martine De Cock, Sam Chung, Omar Haffez, (2007) "Selection of Web Services with Imprecise QoS Constraints", Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence.
  23. Su Myeon Kim, Marcel-Catalin Rosu. , "A Survey of Public Web Services". www 2004, May 17-22, 2004, New York, USA.
Index Terms

Computer Science
Information Sciences

Keywords

Ga Gsa Service Selection

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