QoS-aware Selection of Web Service Composition Based on Harmony Search Algorithm

被引:0
|
作者
Jafarpour, Nastaran [1 ]
Khayyambashi, Mohammad Reza [1 ]
机构
[1] Univ Isfahan, Fac Engn, Dept Comp, Esfahan, Iran
关键词
Web service composition; Quality-of-Service; Harmony Search algorithm; Global optimization; Workflow;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Designing of the composite services with desired quality is an interesting challenge of the web service environments. In a QoS-aware web service composition, appropriate services with acceptable quality are selected among several function-equivalent candidate services. The selection is performed in such a way that creates a composition with optimal quality which can satisfy user's quality constraints. In this paper, the problem of QoS-aware selection of web service composition is modeled as an optimization problem. Then the Harmony Search algorithm is adopted to find an optimal or near-optimal composition which can satisfy local and global user's constraints on quality attributes. The proposed method is a rapid and lightweight approach which can be applied to large service compositions with many service candidates.
引用
收藏
页码:1345 / 1350
页数:6
相关论文
共 50 条
  • [1] QoS-Aware Web Service Selection Based On Harmony Search
    Mohammed, Merzoug
    Chikh, Mohammed Amine
    Fethallah, Hadjila
    2014 4TH INTERNATIONAL SYMPOSIUM ISKO-MAGHREB: CONCEPTS AND TOOLS FOR KNOWLEDGE MANAGEMENT (ISKO-MAGHREB), 2014,
  • [2] Qos-aware selection of web service compositions using Harmony Search algorithm
    Jafarpour, Nastaran
    Khayyambashi, Mohammad Reza
    Journal of Digital Information Management, 2010, 8 (03): : 160 - 166
  • [3] QoS-aware web service selection with negative selection algorithm
    Xinchao Zhao
    Zichao Wen
    Xingmei Li
    Knowledge and Information Systems, 2014, 40 : 349 - 373
  • [4] QoS-aware web service selection with negative selection algorithm
    Zhao, Xinchao
    Wen, Zichao
    Li, Xingmei
    KNOWLEDGE AND INFORMATION SYSTEMS, 2014, 40 (02) : 349 - 373
  • [5] TQoS: Transactional and QoS-Aware Selection Algorithm for Automatic Web Service Composition
    El Haddad, Joyce
    Manouvrier, Maude
    Rukoz, Marta
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2010, 3 (01) : 73 - 85
  • [6] A Heuristic QoS-Aware Service Selection Approach to Web Service Composition
    Liu, Dongmei
    Shao, Zhiqing
    Yu, Caizhu
    Fan, Guisheng
    PROCEEDINGS OF THE 8TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE, 2009, : 1184 - 1189
  • [7] Rank Aggregation for QoS-Aware Web Service Selection and Composition
    Hofreiter, Birgit
    Marchand-Maillet, Stephane
    2013 IEEE SIXTH INTERNATIONAL CONFERENCE ON SERVICE-ORIENTED COMPUTING AND APPLICATIONS (SOCA), 2013, : 252 - 259
  • [8] Genetic programming for QoS-aware web service composition and selection
    da Silva, Alexandre Sawczuk
    Ma, Hui
    Zhang, Mengjie
    SOFT COMPUTING, 2016, 20 (10) : 3851 - 3867
  • [9] A GP Approach to QoS-Aware Web Service Composition and Selection
    da Silva, Alexandre Sawczuk
    Ma, Hui
    Zhang, Mengjie
    SIMULATED EVOLUTION AND LEARNING (SEAL 2014), 2014, 8886 : 180 - 191
  • [10] Genetic programming for QoS-aware web service composition and selection
    Alexandre Sawczuk da Silva
    Hui Ma
    Mengjie Zhang
    Soft Computing, 2016, 20 : 3851 - 3867