DocumentCode
3283981
Title
An Entropy Decision Model for Selection of QoS-Aware Services Provisioning
Author
Wang, Ping
Author_Institution
Dept. of MIS, Kun Shan Univ., Tainan
Volume
1
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
552
Lastpage
558
Abstract
Evaluating Web services provisioning is able to reduce redundancy in search and also generates advantages to service providers who deliver valuable services. However, there exist some service providers offer similar functions and current technologies are poor to discriminate the importance weights of attributes of Web services, due to the complexity of QoS metrics and involvement of consumerpsilas vague perception. In this paper, we introduce a fuzzy entropy decision model, called linguistic entropy method (LEM), to rationally settle on the linguistic weights of QoS attributes and prioritize the ranking order of service alternatives. Moreover, a satisfaction-based index of service consumer is established to perform the discrimination of fuzzy ranking of service alternatives. Finally, a numerical example is given to demonstrate the process of QoS-aware Web service selection. The experimental results demonstrated that it is a feasible and trustworthy manner to select the of Web services using the proposed scheme.
Keywords
Web services; entropy; fuzzy set theory; quality of service; QoS-aware services provisioning; Web services; fuzzy entropy decision model; fuzzy ranking; linguistic entropy method; Current measurement; Delay; Earth; Entropy; Fuzzy sets; Fuzzy systems; Quality of service; Throughput; Time measurement; Web services; Entropy; QoS; QoS-aware; Service selection; Web services;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location
Shandong
Print_ISBN
978-0-7695-3305-6
Type
conf
DOI
10.1109/FSKD.2008.141
Filename
4666038
Link To Document