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Erschienen in:
2011 | OriginalPaper | Buchkapitel
Genetic Algorithm Based QoS-Aware Service Compositions in Cloud Computing
verfasst von : Zhen Ye, Xiaofang Zhou, Athman Bouguettaya
Erschienen in: Database Systems for Advanced Applications
Verlag: Springer Berlin Heidelberg
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Services in cloud computing can be categorized into two groups:
Application services
and
Utility Computing Services
. Compositions in the application level are similar to the Web service compositions in SOC (Service-Oriented Computing). Compositions in the utility level are similar to the task matching and scheduling in grid computing. Contributions of this paper include: 1) An extensible QoS model is proposed to calculate the QoS values of services in cloud computing. 2) A genetic-algorithm-based approach is proposed to compose services in cloud computing. 3) A comparison is presented between the proposed approach and other algorithms, i.e., exhaustive search algorithms and random selection algorithms.