QoS-Driven Self-Healing Web Service Composition Based on Performance Prediction

被引:46
作者
Dai, Yu [2 ]
Yang, Lei [1 ]
Zhang, Bin [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110004, Peoples R China
[2] Northeastern Univ, Coll Software, Shenyang 110004, Peoples R China
基金
中国国家自然科学基金;
关键词
service composition; QoS; self-healing; performance prediction; reselection;
D O I
10.1007/s11390-009-9221-8
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Web services run in a highly dynamic environment, as a result, the QoS of which will change relatively frequently. In order to make the composite service adapt to such dynamic property of Web services, we propose a self-healing approach for web service composition. Such an approach is an integration of backing up in selection and reselecting in execution. In order to make the composite service heal itself as quickly as possible and minimize the number of reselections, a way of performance prediction is proposed in this paper. On this basis, the self-healing approach is presented including framework, the triggering algorithm of the reselection and the reliability model of the service. Experiments show that the proposed solutions have better performance in supporting the self-healing Web service composition.
引用
收藏
页码:250 / 261
页数:12
相关论文
共 19 条
[1]  
Altinok Y., 1999, Journal of the Balkan Geophysical Society, V2, P90
[2]  
[Anonymous], 2004, COMPUTING SYSTEMS RE
[3]  
Bonatti P.A., 2005, Proc. 14th Int'l Conf. World Wide Web (WWW'05), P530, DOI DOI 10.1145/1060745.1060823
[4]  
Canfora G, 2005, 2005 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, VOLS 1 AND 2, PROCEEDINGS, P121
[5]  
Cardoso J., 2004, J WEB SEMANT, V1, P281, DOI DOI 10.1016/J.WEBSEM.2004.03.001
[6]   Performance and reliability of tree-structured grid services considering data dependence and failure correlation [J].
Dai, Yuan-Shun ;
Levitin, Gregory ;
Trivedi, Kishor S. .
IEEE TRANSACTIONS ON COMPUTERS, 2007, 56 (07) :925-936
[7]  
FANG ZB, 2007, STOCHASTIC PROCESS
[8]  
GIRISH C, 2006, P INT C WEB SERV CHI, P549
[9]  
Guo HP, 2007, 2007 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, PROCEEDINGS, P280
[10]   Performance aware service pool in dependable service oriented architecture [J].
Huang, Gang ;
Zhou, Li ;
Liu, Xuan-Zhe ;
Mei, Hong ;
Cheung, Shing-Chi .
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2006, 21 (04) :565-573