Revenue Maximization with Quality Assurance for Composite Web Services
Presented at the IEEE Conference on Service-Oriented Computing and Applications, Taipei, Taiwan
Service composition is one of the major approaches in service oriented architecture (SOA) based systems. Due to the inherent stochastic nature of services execution environment the issue of composite service quality assurance within SOA is a very challenging one. Such heterogeneous environment requires dynamic, run–time composition of services. In this paper we show how to determine a policy that satisfies the quality assurance for the composite service provider with the aim of revenue maximization for this provider. The quality assurance is defined as the probability that end–to–end deadline will be met, while taking into account service availability, (composite) service response time and costs. The calculated policy is determined using the dynamic programming and allows fast decision making for run–time composition. Besides, we determine the end–to–end response–time distributions resulting from determined policies. We illustrate the proposed solution with a number of experiments.
|IEEE Conference on Service-Oriented Computing and Applications|
|Organisation||Probability, Networks and Algorithms|
Worm, D.T.H, Zivkovic, M, van den Berg, J.L, & van der Mei, R.D. (2012). Revenue Maximization with Quality Assurance for Composite Web Services. In Proceedings of IEEE Conference on service-oriented computing and applications 2012. IEEE. doi:10.1109/SOCA.2012.6449452