[1] Tong Hongxia, Zhang Shensheng,. Multi-attribute group decision making algorithmfor web services selection based on QoS [J]. Journal of Southeast University (English Edition), 2006, 22 (3): 302-305. [doi:10.3969/j.issn.1003-7985.2006.03.002]

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Multi-attribute group decision making algorithmfor web services selection based on QoS()

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Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]

Volumn:

22

Issue:

2006 3

Page:

302-305

Research Field:

Computer Science and Engineering

Publishing date:

2006-09-30

Info

Title:

Multi-attribute group decision making algorithmfor web services selection based on QoS

Author(s):

Tong Hongxia;  Zhang Shensheng

Department of Computer Science and Engineering, Shanghai Jiaotong University, Shanghai 200240, China

Keywords:

web services;  quality of service;  group decision making;  Borda function

PACS:

TP393

DOI:

10.3969/j.issn.1003-7985.2006.03.002

Abstract:

To address the problem of web services selection based on quality, an approach of multi-attribute group decision making algorithm is proposed.Based on the Borda social choice function, the group decision making algorithm aggregates the results of multiple methods with different principles which are used to obtain constantly changing quality of service, thus increasing the confidence to select the most appropriate web service for a special task.The experimental results indicate that the proposed approach has better scalability and can be applied to large-scale distributed service computing environments.It is also shown that the proposed group decision making approach can effectively optimize the services selection and outperforms the random and robin policies.By using this approach, it can extend a method to obtain constantly changing quality of service and construct a synthetic information entity with multi-level knowledge, which guarantees the accuracy of services selection.

References:

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[2] Booth David, Haas Hugo, McCabe Francis, et al.Web services architecture[EB/OL].(2004-02-11)[2006-03-25].http://www.w3.org/TR/ws-arch/.
[3] Mani Anbazhagan, Nagarajan Arun.Web services:understanding quality of service for webservices[EB/OL].(2002-01-01)[2006-03-25].http://www-128.ibm.com/developerworks/library/ws-quality.html.
[4] Menascé Daniel A.QoS issues in web services[J].IEEE Internet Computing, 2002, 6(6):72-75.
[5] Papazoglou Michael P, Dubray Jean-Jacques.A survey of web service technologies[EB/OL].(2004-07-02)[2006-03-25].http://eprints.biblio.unitn.it/archive/00000586/01/mike.pdf.
[6] Ran Shuping.A model for web services discovery with QoS[J].ACM SIGecom Exchanges, 2003, 4(1):1-10.
[7] Maximilien E Michael, Singh Munindar P.Toward autonomic web services trust and selection[A].In:Proceedings of the 2nd International Conference on Service Oriented Computing[C].New York, 2004.212-221.
[8] Zeng Liangzhao, Benatallah Boualem, Dumas Marlon, et al.Quality driven web services composition[A].In:Proceedings of the 12th International Conference on World Wide Web[C].Budapest, Hungary, 2003.411-421.
[9] Zeng Liangzhao, Benatallah Boualem, Ngu Anne H H, et al.QoS-aware middle for web services composition [J].IEEE Transactions on Software Engineering, 2004, 30(5):311-327.
[10] Gao Zhengdong, Wu Gengfeng.Combining QoS-based service selection with performance prediction[A].In:Proceedings of the IEEE International Conference on e-Business Engineering (ICEBE’05)[C].Beijing, 2005.611-614.

Memo

Memo:

Biographies: Tong Hongxia(1978—), male, graduate;Zhang Shensheng(corresponding author), male, doctor, professor, sszhang@sjtu.edu.cn.

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