Efficient QoS management for QoS-aware web service composition

被引：32
作者：
Wang, Shangguang [1 ]
Zhu, Xilu [2 ]
Yang, Fangchun [1 ]
机构：
[1] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
[2] China Mobile Ltd, Res Inst China Mobile, Changsha 425200, Hunan, Peoples R China
来源：
INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES | 2014年 / 10卷 / 01期
基金：
中国国家自然科学基金;
关键词：
web service; QoS; QoS management; service composition; particle swarm optimisation; SELECTION; ALGORITHM;
D O I：
10.1504/IJWGS.2014.058763
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we propose an efficient QoS management approach for QoS-aware web service composition. In the approach, we classify web services according to theirs similarity and then design a QoS tree to manage the QoS the classified web services. Besides, by querying the managed QoS, we propose a QoS-aware web service composition via a particle swarm optimisation algorithm to perform fast web service composition. Experimental results based on two kinds of dataset show our proposed approach outperforms other schemes in terms of query cost, computation time and optimality.
引用
收藏
页码：1 / 23
页数：23
相关论文
共 36 条
[21]   Iterative selection algorithm for service composition in distributed environments [J].
Su Sen ;
Li Fei ;
Yang FangChun .
SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES, 2008, 51 (11) :1841-1856
[22]  
Tasaka S., 2008, P IEEE GLOB TEL C GL, P1
[23]  
Wang S., 2012, ADV SCI LETT, V7, P98
[24]   PRUNING REDUNDANT SERVICES FOR FAST SERVICE SELECTION [J].
Wang, S. G. ;
Liu, Z. P. ;
Sun, Q. B. ;
Zou, H. ;
Yang, F. C. .
INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS, 2013, 10 (06)
[25]   Particle Swarm Optimization with Skyline Operator for Fast Cloud-based Web Service Composition [J].
Wang, Shangguang ;
Sun, Qibo ;
Zou, Hua ;
Yang, Fangchun .
MOBILE NETWORKS & APPLICATIONS, 2013, 18 (01) :116-121
[26]   Reliable web service selection via QoS uncertainty computing [J].
Wang, Shangguang ;
Zheng, Zibin ;
Sun, Qibo ;
Zou, Hua ;
Yang, Fangchun .
INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES, 2011, 7 (04) :410-426
[27]   Towards Web Service selection based on QoS estimation [J].
Wang, Shangguang ;
Sun, Qibo ;
Yang, Fangchun .
INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES, 2010, 6 (04) :424-443
[28]  
Wei Jiang, 2012, Proceedings of the 2012 IEEE 19th International Conference on Web Services (ICWS), P50, DOI 10.1109/ICWS.2012.44
[29]  
XiLu Zhu, 2010, Proceedings of the 2010 Asia-Pacific Services Computing Conference (APSCC 2010), P123, DOI 10.1109/APSCC.2010.80
[30]   Efficient Algorithms for Web Services Selection with End-to-End QoS Constraints [J].
Yu, Tao ;
Zhang, Yue ;
Lin, Kwei-Jay .
ACM TRANSACTIONS ON THE WEB, 2007, 1 (01)
1234