Service Selection Using Service Clusters

被引:1
作者
Xiang, ZhengZhe [1 ]
Deng, Shuiguang [1 ]
Gao, Honghao [1 ]
机构
[1] Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou 310027, Peoples R China
来源
2015 IEEE 12TH INTERNATIONAL CONFERENCE ON SERVICES COMPUTING (SCC 2015) | 2015年
关键词
service composition; service cluster; service selection; QOS;
D O I
10.1109/SCC.2015.111
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the rapid development of cloud computing technologies, there are increasing number of Web services deployed by service providers on cloud platforms. Invoking Web services is in the form of given orders, by which the end user can process business and information in anytime and anyway. However, existing Web service compositions mainly focus on single Web services selection and neglect to consider the fact that complex services created and aggregated by service compositions might be low global QoS (Quality of service). In this paper, the importance and necessity to construct service clusters in business process are discussed. Then, how to build up a model to solve the optimal QoS problem of Web service composition using service clusters is proposed. Third, the dynamic programming algorithm is introduced to this model. Finally, a series of experiments are carried out to evaluate our method. The results show that service cluster has advantage to obtain composite service with best QoS for the end-user.
引用
收藏
页码:769 / 772
页数:4
相关论文
共 15 条
[1]  
Bartalos Peter, 2010, 2010 IEEE International Conference on Web Services (ICWS), P345, DOI 10.1109/ICWS.2010.90
[2]  
Canfora G., 2004, INT C SERV OR COMP
[3]   A Dynamic Approach toward QoS-Aware Service Workflow Composition [J].
Chiu, David ;
Deshpande, Sagar ;
Agrawal, Gagan ;
Li, Rongxing .
2009 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, VOLS 1 AND 2, 2009, :655-+
[4]  
Deng S., IEEE T SERV COMPUT, DOI [10.1109/TSC.2014.236579, DOI 10.1109/TSC.2014.236579]
[5]   Service Selection for Composition with QoS Correlations [J].
Deng, Shuiguang ;
Wu, Hongyue ;
Hu, Daning ;
Zhao, J. Leon .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2016, 9 (02) :291-303
[6]   Top-k Automatic Service Composition: A Parallel Method for Large-Scale Service Sets [J].
Deng, Shuiguang ;
Huang, Longtao ;
Tan, Wei ;
Wu, Zhaohui .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2014, 11 (03) :891-905
[7]   Efficient planning for top-K Web service composition [J].
Deng, Shuiguang ;
Wu, Bin ;
Yin, Jianwei ;
Wu, Zhaohui .
KNOWLEDGE AND INFORMATION SYSTEMS, 2013, 36 (03) :579-605
[8]  
Dumas M, 2010, LECT NOTES COMPUT SC, V6470, P213, DOI 10.1007/978-3-642-17358-5_15
[9]  
El Haddad Joyce, 2008, 2008 IEEE International Conference on Web Services (ICWS), P653, DOI 10.1109/ICWS.2008.116
[10]   A probabilistic approach to modeling and estimating the QoS of web-services-based workflows [J].
Hwang, San-Yih ;
Wang, Haojun ;
Tang, Jian ;
Srivastava, Jaideep .
INFORMATION SCIENCES, 2007, 177 (23) :5484-5503