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Runtime revenue maximization for composite Web services with response-time commitments

By M. Zivkovic, Joost Bosman, Hans Berg, H.B. Meeuwissen, Rob Mei and Rudesindo Núñez Queija

Abstract

htmlabstractWe investigate dynamic decision mechanisms for composite web services maximizing the expected revenue for the providers of composite services. A composite web service is represented by a (sequential) workflow, and for each of the tasks within this workflow, a number of service alternatives may be available. These alternatives offer the same functionality at different price–quality levels. After executing a sub-service, it is decided which alternative of the next subservice in the workflow is invoked. The decisions optimizing expected revenue are based on observed response times, costs and response–time characteristics of the alternatives as well as end–to–end response–time objectives and corresponding rewards and penalties. We propose an approach, based on dynamic programming, to determine the optimal, dynamic selection policy. Extensive numerical examples show significant potential gain in expected revenues using the dynamic approach compared to other, non–dynamic approaches

Year: 2012
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Provided by: NARCIS
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  • https://ir.cwi.nl/pub/18641 (external link)
  • https://ir.cwi.nl/pub/18641 (external link)

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