2011
DOI: 10.1007/978-3-642-25535-9_6
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Optimizing Decisions in Web Services Orchestrations

Abstract: Abstract. Web services orchestrations conventionally employ exhaustive comparison of runtime quality of service (QoS) metrics for decision making. The ability to incorporate more complex mathematical packages are needed, especially in case of workflows for resource allocation and queuing systems. By modeling such optimization routines as service calls within orchestration specifications, techniques such as linear programming can be conveniently invoked by non-specialist workflow designers. Leveraging on previo… Show more

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Cited by 16 publications
(21 citation statements)
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“…Several works [5][9][7] [12] have proposed methods for optimally choosing a set of web services that have the better technical attributes among the web services available. However, although web service selection is generally made on the basis of such technical criteria, the impacts of a correct or wrong choice may be perceived at the business level.…”
Section: The Trade Off Between Service-levels and Profitabilitymentioning
confidence: 99%
See 1 more Smart Citation
“…Several works [5][9][7] [12] have proposed methods for optimally choosing a set of web services that have the better technical attributes among the web services available. However, although web service selection is generally made on the basis of such technical criteria, the impacts of a correct or wrong choice may be perceived at the business level.…”
Section: The Trade Off Between Service-levels and Profitabilitymentioning
confidence: 99%
“…Several researches have been conducted to enhance the customer's experience in SOA-based information systems while maintaining reduced costs to the company [4] [5]. Such studies employ a variety of methods for evaluating and improving a service's performance on the basis of quantitative metrics for quality of service (QoS) and customer satisfaction.…”
Section: Introductionmentioning
confidence: 99%
“…There has been work done to model this problem from the web services selection/composition perspective as multidimensional multiple-choice knapsack problem (MMKP) [16], integer/linear programming [2], [17] or with analytic hierarchy process weights [18].…”
Section: Qos Optimal Configurationsmentioning
confidence: 99%
“…An algebraic formulation based on multi-dimensional probabilistic models is proposed in [21] to compose QoS metrics in the case of web services orchestrations. This has been used to support optimization problems for decision making in orchestrations [14]. In our work, we make use of this algebraic framework and provide an extension for the case of heterogeneous choreography QoS composition.…”
Section: Related Workmentioning
confidence: 99%