A variation aware composition model for dynamic web service environments
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Contemporary approaches for automated web service composition mostly deal with static web services. The underlying assumption here is that the web services participating in resolving a query are static and thereby, their functional and non-functional parameters change very infrequently or do not change at all. However, in reality, this assumption does not hold. New services are added to the repository, existing unpopular services are removed from the repository, service interfaces change due to changes in the specification. Classical service composition approaches therefore fall short to handle the dynamic behavior of a web service during composition. In this paper, we present a stochastic model of the web service composition problem to capture the dynamic behavior of web services from the functional perspective. We present experimental results on the ICEBE-2005 benchmarks to show the effectiveness of our proposed methods.
Chattopadhyay, Soumi and Banerjee, Ansuman, "A variation aware composition model for dynamic web service environments" (2018). Conference Articles. 135.