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"Multi-Objective Service Composition in Uncertain Environments" by Ahmed Mostafa and Minjie Zhang

Web services have the potential to offer the enterprises with the ability to compose internal and external business services in order to accomplish complex processes. Service composition then becomes an increasingly challenging issue when complex and critical applications are built upon services with different QoS criteria. However, most of the existing QoS-aware service composition techniques are simply based on the assumption that multiple QoS criteria, no matter whether these multiple criteria are conflicting or not, can be combined into a single criterion to be optimized, according to some utility functions. In practice, this can be very difficult as these utility functions or weights are not well-known a priori. In addition, the existing approaches are designed to work in certain environments, where the QoS parameters are well-known in advance. These approaches will render fruitless when facing uncertain and dynamic environments, e.g., cloud environments, where no prior knowledge ....

Qos Aware Web , Earning Artificial Intelligence , Markov Processes , Ulti Objective Composition , Pareto Optimization , Quality Of Service , Ncertain Environments , Web Services ,

These Are the Pension Funds Posting the Most Consistent Returns

Two public pension funds have found ways to keep annual returns relatively consistent but in two wildly different ways, according to a new analysis by… ....

Markov Processes International , Transparency Lab , Markov Processes , Reaking News ,