- 期刊
Web Service Selection Based on Adaptive Decomposition of Global QoS Constraints in Ubiquitous Environment
並列摘要
Due to the diversity of Quality of Services (QoS) and users’ QoS constraints in ubiquitous environment, traditional service selection technology is facing critical challenge. In this paper, we propose a service selection approach based on the decomposition of global QoS constraints for ubiquitous web environment. The proposed approach consists of three steps. First, it adopts fuzzy logic control to adaptively decompose global QoS constraints into quality control lines. Second, mean particle swarm optimization algorithm is applied to search optimal quality control lines. Finally, it uses local selection to find the best services according to optimal quality control lines obtained. Simulation results show our proposed approach is effective and efficient for web service selection in ubiquitous web environment.
延伸閱讀
- Chen, Z., Shen, L., & Li, F. (2016). ULMF: Web Service QoS Collaborative Prediction with Explicit Ratings and Implicit User Location. 網際網路技術學刊, 17(6), 1195-1205. https://doi.org/10.6138/JIT.2016.17.6.20160115d
- 杜建興、陳玲鈴（1997）。Development of a WWW-based Tool for Interactive Generation of Multidimensional Scaling Questionnaires。設計學報，2(1)，1-1。https://doi.org/10.6381/JD.199706.0001
- Pandey, R. S., & Singh, P. (2016). Space Based QoS Estimation, Storage Methodology and Meta Model of a Web Service. International Journal of Information and Computer Science, 5(), 49-60. https://doi.org/10.14355/ijics.2016.05.006
- Du, M. (2020). QoS-based Web Composite Service Selection Methods: A Review. International Core Journal of Engineering, 6(11), 237-243. https://doi.org/10.6919/ICJE.202011_6(11).0031
- Yang, L., Dai, Y., & Zhang, B. (2009). Performance Prediction Based EX-QoS Driven Approach for Adaptive Service Composition. Journal of Information Science and Engineering, 25(2), 345-362. https://doi.org/10.6688/JISE.2009.25.2.1