Skip to main content
SpringerLink
Log in

A Novel Adaptive Web Service Selection Algorithm Based on Ant Colony Optimization for Dynamic Web Service Composition

  • Conference paper
Algorithms and Architectures for Parallel Processing (ICA3PP 2014)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 8630))

Abstract

Trust degree and quality of service are nonfunctional properties of component service. In dynamic web service composition, trust degree is variable. It can be changed according to execution logs. In this paper we establish a novel model of dynamic web service composition based on variable trust degree and quality of service. Then we propose one adaptive ant colony optimization algorithm to solve this multi-objective optimization problem. In the final, a case study shows that the proposed algorithm can find more Pareto solution than the traditional ant colony optimization algorithm. And the results also prove that our novel algorithm has higher efficiency than the traditional one.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Cardoso, J., Miller, J., Sheth, A., Arnold, J.: Modeling Quality of Service for Workflows and Web Service Processes. Web Semantics Journal: Science, Services and Agents on the World Wide Web 1, 281–308 (2004)

    Article  Google Scholar 

  2. Qu, Y., Lin, C., Wang, Y., Shan, Z.: QoS-aware Composite Service Selection in Grids. The Fifth International Conference on Grid and Cooperative Computing, pp. 458–465 (2006)

    Google Scholar 

  3. Jin, H., Chen, H., Lv, Z., Ning, X.: QoS Optimizing Model and Solving for Composite Service in CGSP Job Manager. Journal of Computer 28, 578–588 (2005)

    Google Scholar 

  4. Li, C., Cheng, B., Chen, J.: A Web Service Performance Evaluation Approach Based on Users Experience. In: IEEE International Conference on Web Service, pp. 734–735 (2011)

    Google Scholar 

  5. Liu, Y.T., Anne, H.H., Zeng, L.Z.: QoS Computation and Policing in Dynamic Web Services selection. In: Proc. WWW 2004, pp. 66–73. ACM, New York (2004)

    Google Scholar 

  6. Jorge, C., Amit, S., John, M.: Quality of Service for workflows and Web Service Processes. Journal of Web Semantics 1, 281–338 (2004)

    Article  Google Scholar 

  7. Gao, C., Wang, J., Dong, Z.: Searching trust path model based on ant colony algorithm. Computer Engineering and Applications, 131–133 (2007)

    Google Scholar 

  8. Liu, S., Liu, Y., Jing, N., Tang, G., Tang, Y.: A Dynamic Web Services selection Strategy with QoS Global Optimization Based on Multi-objective Genetic Algorithm. In: Zhuge, H., Fox, G.C. (eds.) GCC 2005. LNCS, vol. 3795, pp. 84–89. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  9. Han, H., Hao, Z., Wu, C., Yong, Q.: The convergence speed of ant colony optimization. Chinese Journal of Computers 30, 1344–1353 (2007)

    Google Scholar 

  10. Fang, Q., Peng, X., Liu, Q.: A Global QoS Optimizing Web Services Selection Algorithm based on MOACO for Dynamic Web Service Composition. In: International Forum on Information Technology and Applications, pp. 37–42 (2009)

    Google Scholar 

  11. Jiang, H., Mao, Z., Liu, X.: Research of software defect prediction model based on ACO-SVM. Chinese Journal of Computers 34, 1148–1154 (2011)

    Article  Google Scholar 

  12. Zhang, C., Sen, S., Chen, J.: Genetic algorithm on Web services selection supporting QoS. Chinese Journal of Computers 29, 1029–1037 (2006)

    Google Scholar 

  13. Zhu, R., Wang, H., Feng, D.: Trustworthy services selection based on preference recommendation. Journal of Software 22, 853–864 (2011)

    Google Scholar 

  14. Dai, G., Wang, Y.: Trust-aware Component Service Selection Algorithm in Service Composition. In: International Conference on Frontier of Computer Science and Technology, pp. 613–618 (2009)

    Google Scholar 

  15. Wang, Y., Vassileva, J.: A review on trust and reputation for Web service selection. In: Proc. 27th International Conference on Distributed Computing Systems Workshops, pp. 25–32 (2007)

    Google Scholar 

  16. Li, Y., Zhou, M., Li, R., Cao, D.: Service Selection Approach Considering the Trustworthiness of QoS Data. Journal of Software 19, 2620–2627 (2008)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Wuhan National Laboratory for Optoelectronics/School of Computer Science and Technology, Huazhong University of Science & Technology, Wuhan, 430074, China

    Denghui Wang, Hao Huang & Changsheng Xie

Authors
  1. Denghui Wang
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Hao Huang
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Changsheng Xie
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Department of Computer Science, Illinois Institute of Technology, 60616-3793, Chicago, IL, USA

    Xian-he Sun

  2. School of Computer Science and Technology, Dalian Maritime University, 1 Linghai Road, 116026, Dalian, China

    Wenyu Qu

  3. University of Ottawa, SEECS, 8, King Edward Ave, K1N 6N5, Ottawa, ON, Canada

    Ivan Stojmenovic

  4. Deakin University, 221 Burwood Highway, 3125, Burwood, VIC, Australia

    Wanlei Zhou

  5. Dalian Maritime University, NO.1 Linhai Road, 116026, Dailian, China

    Zhiyang Li  & Tingting Yang  & 

  6. BeiHang University, XueYuan Road No.37,HaiDian District, Beijing, China

    Hua Guo

  7. University of Bradford, BD7 1DP, Bradford, West Yorkshire, United Kingdom

    Geyong Min

  8. Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China

    Yulei Wu

  9. 27 Shanda Nanlu, 250100, Jinan City, Shandong Province, China

    Lei Liu

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Wang, D., Huang, H., Xie, C. (2014). A Novel Adaptive Web Service Selection Algorithm Based on Ant Colony Optimization for Dynamic Web Service Composition. In: Sun, Xh., et al. Algorithms and Architectures for Parallel Processing. ICA3PP 2014. Lecture Notes in Computer Science, vol 8630. Springer, Cham. https://doi.org/10.1007/978-3-319-11197-1_30

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-11197-1_30

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11196-4

  • Online ISBN: 978-3-319-11197-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation