Automatic Classification Method of Web Services in Cloud Environment

Different cloud services need different resources, how to use the resources efficiently has become one of the hot research topics about cloud computing. In order to improve the utilization of resources in cloud, this paper proposes an automatic cloud service classification method, which uses an arti...

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Veröffentlicht in:Applied Mechanics and Materials 2014-03, Vol.543-547 (Vehicle, Mechatronics and Information Technologies II), p.2933-2936
Hauptverfasser: Mu, Li Wen, Feng, Yuan Li, Zhou, Wen Bo, Li, Jun Rong, Yin, Tong Yu
Format: Artikel
Sprache:eng
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Zusammenfassung:Different cloud services need different resources, how to use the resources efficiently has become one of the hot research topics about cloud computing. In order to improve the utilization of resources in cloud, this paper proposes an automatic cloud service classification method, which uses an artificial neural network to predict the type of service resource requirements, and classifies services based on the predicting result. In this paper, we do classification experiments on three groups of Web services on Web service site. The experiment results show that, the method is effective and can predict the type of resource requirements for Web services automatically.
ISSN:1660-9336
1662-7482
1662-7482
DOI:10.4028/www.scientific.net/AMM.543-547.2933