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A key issue in the development of service-oriented computing applications is the dynamic and efficient prediction of their overall quality to appropriately drive the selection and assembly of services. This article focuses on the reliability quality measure and presents an implementation of a reliability prediction methodology that respects SOC's decentralization and autonomy principles. Despite the focus on reliability, you can extend the architecture to the prediction of other quality measures.