Title :
Algorithm for QOS-aware web service composition based on flow path tree with probabilities
Author :
Li, Desheng ; Deng, Na ; Tan, Gang ; Liu, Chuanchang ; Chen, Junliang
Author_Institution :
State Key Lab. of Networking & Switching Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
This paper first presents a novel model for QoS-aware web services composition based on workflow patterns, and an executing path tree with probability. Then a discrete PSO algorithm is proposed to fit our model, which also requires some other preliminary algorithms, such as the generation of all reachable paths and executing path tree. The experiments show the performance of that algorithm and its advantages, compared with genetic algorithm. Finally, we suggest some drawbacks of it and future works.
Keywords :
Web services; particle swarm optimisation; probability; quality of service; software architecture; QoS-aware web service composition; discrete PSO algorithm; flow path tree; probability; Gallium; Mathematical model; Optimization; Particle swarm optimization; Quality of service; Service oriented architecture; QoS; Web service; discrete PSO; service composition; workflow pattern;
Conference_Titel :
Network Infrastructure and Digital Content, 2010 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6851-5
DOI :
10.1109/ICNIDC.2010.5657934