An optimal QoS-based Web service selection scheme

被引:162
作者
Huang, Angus F. M. [1 ]
Lan, Ci-Wei [2 ,3 ]
Yang, Stephen J. H. [1 ]
机构
[1] Natl Cent Univ, Dept Comp Sci & Informat Engn, Jhongli 886, Taiwan
[2] Natl Tsing Hua Univ, Serv Technol, Hsinchu, Taiwan
[3] Natl Tsing Hua Univ, Management Res Ctr, Hsinchu, Taiwan
关键词
QoS; Web services; Integer programming; Multi-objective optimization; OPTIMIZATION; SYSTEMS;
D O I
10.1016/j.ins.2009.05.018
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Quality-of-service (QoS) in Web services encompasses various non-functional issues such as performance, dependability and security, etc. As more and more Web services become available. QoS capability is becoming a decisive factor to distinguishing services. This study proposes an efficient service selection scheme to help service requesters select services by considering two different contexts: single QoS-based service discovery and QoS-based optimization of service composition. Based on QoS measurement metrics, this study proposes multiple criteria decision making and integer programming approaches to select the optimal service. Experimental results show that the scheme is not only efficient, but also works well for complicated scenarios. (C) 2009 Elsevier Inc. All rights reserved.
引用
收藏
页码:3309 / 3322
页数:14
相关论文
共 29 条
[1]  
[Anonymous], OXFORD DICT
[2]  
CARDOSO J, 2002, 02002 U GEORG LSDIS
[3]   Self-optimization of secure web services [J].
Casola, Valentina ;
Mancini, Emilio P. ;
Mazzocca, Nicola ;
Rak, Massimiliano ;
Villano, Umberto .
COMPUTER COMMUNICATIONS, 2008, 31 (18) :4312-4323
[4]   Developing recommender systems with the consideration of product profitability for sellers [J].
Chen, Long-Sheng ;
Hsu, Fei-Hao ;
Chen, Mu-Chen ;
Hsu, Yuan-Chia .
INFORMATION SCIENCES, 2008, 178 (04) :1032-1048
[5]   Ontology-supported web service composition: An approach to service-oriented knowledge management in corporate financial services [J].
Chen, Y ;
Zhou, L ;
Zhang, DS .
JOURNAL OF DATABASE MANAGEMENT, 2006, 17 (01) :67-84
[6]   Unraveling the Web services Web - An introduction to SOAP, WSDL, and UDDI [J].
Curbera, F ;
Duftler, M ;
Khalaf, R ;
Nagy, W ;
Mukhi, N ;
Weerawarana, S .
IEEE INTERNET COMPUTING, 2002, 6 (02) :86-93
[7]   The International GPS Service: Celebrating the 10th anniversary and looking to the next decade [J].
Dow, JM ;
Neilan, RE ;
Gendt, G .
SATELLITE DYNAMICS IN THE ERA OF INTREDISCIPLINARY SPACE GEODESY, 2005, 36 (03) :320-326
[8]  
GARVIN DA, 1988, MANAGING QUALITY STR, P49
[9]   AN ITERATIVE GROWING AND PRUNING ALGORITHM FOR CLASSIFICATION TREE DESIGN [J].
GELFAND, SB ;
RAVISHANKAR, CS ;
DELP, EJ .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1991, 13 (02) :163-174
[10]  
Hwang C.-L., 1981, METHODS MULTIPLE ATT, P58, DOI [10.1007/978-3-642-48318-93, DOI 10.1007/978-3-642-48318-93]