Similarity Evaluation Based on Intuitionistic Fuzzy Set for Service Cluster Selection as Cloud Service Candidate

Abstract : Cloud manufacturing (CMfg) provides new opportunities toward the servitization, and embeds a set of functional features to enhance the collaboration among various service providers and their resources. The main target is to compose dedicated manufacturing cloud, by encompassing a set of cloud services, to manufacture a requested service. CMfg is a recent concept, but already widely spread in the academic and industrial researches in China. The paper firstly focuses on the manufacturing environment background to understand its purpose. Thus as an introduction, the concept of CMfg is discussed. Finally, we present a method based on intuitionistic fuzzy set for the similarity evaluation between cloud services and service clusters. The objective is to match the best service cluster to provide composite resource services as cloud service candidates. Our method is ABC (Artificial Bee Colony) optimized, and its performance are discussed through experiments.
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Communication dans un congrès
Wil Aalst; John Mylopoulos; Michael Rosemann; Michael J. Shaw; Clemens Szyperski; Marten Sinderen; Paul Oude Luttighuis; Erwin Folmer; Steven Bosems. 5th International Working Conference on Enterprise Interoperability (IWEI), Mar 2013, Enschede, Netherlands. Springer, Lecture Notes in Business Information Processing, LNBIP-144, pp.36-49, 2013, Enterprise Interoperability. 〈10.1007/978-3-642-36796-0_5〉
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Jorick Lartigau, Xiaofei Xu, Lanshun Nie, Dechen Zhan. Similarity Evaluation Based on Intuitionistic Fuzzy Set for Service Cluster Selection as Cloud Service Candidate. Wil Aalst; John Mylopoulos; Michael Rosemann; Michael J. Shaw; Clemens Szyperski; Marten Sinderen; Paul Oude Luttighuis; Erwin Folmer; Steven Bosems. 5th International Working Conference on Enterprise Interoperability (IWEI), Mar 2013, Enschede, Netherlands. Springer, Lecture Notes in Business Information Processing, LNBIP-144, pp.36-49, 2013, Enterprise Interoperability. 〈10.1007/978-3-642-36796-0_5〉. 〈hal-01474216〉

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