On optimal decision for QoS-aware composite service selection

被引:50
|
作者
Wang, Ping [1 ]
Chao, Kuo-Ming [2 ]
Lo, Chi-Chun [3 ]
机构
[1] Kun Shan Univ, Dept MIS, Yung Kang 710, Tainan Hsien, Taiwan
[2] Coventry Univ, Sch MIS, DSM Res, Coventry, W Midlands, England
[3] Natl Chiao Tung Univ, Inst Informat Management, Hsinchu, Taiwan
关键词
Web services; Services selection; QoS; LINMAP; Fuzzy linear programming; CONSENSUS;
D O I
10.1016/j.eswa.2009.05.070
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The increasing popularity of employing web services for distributed systems contributes to the significance of service discovery. However, duplicated and similar functional features existing among services require service consumers to include additional aspects to evaluate the services. Generally, the service consumers would have different view on the quality of service (QoS) of service attributes. How to select the best composite service in theory among available service (WS) candidates for consumers is an interesting practical issue. This work proposes a QoS-aware service selection model based on fuzzy linear programming (FLP) technologies, in order to identify their dissimilarity on service alternatives. assist service consumers in selecting most suitable services with consideration of their expectations and preferences. This approach can obtain the optimal solution of consensual weight of QoS attribute and fuzzy positive ideal solution (FPIS) by extending LINMAP method, developed by Srinivasan and Shocker. Finally, two numerical examples are given to demonstrate the process of QoS-aware web service selection. The experimental results demonstrated that it is a feasible and supplementary manner in selecting the of web services. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:440 / 449
页数:10
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