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Automatic Classification Method of Web Services in Cloud Environment

Authors :
Li Wen Mu
Jun Rong Li
Wen Bo Zhou
Tong Yu Yin
Yuan Li Feng
Source :
Applied Mechanics and Materials. :2933-2936
Publication Year :
2014
Publisher :
Trans Tech Publications, Ltd., 2014.

Abstract

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.

Details

ISSN :
16627482
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........9dbdd1190788cde137efbba01c81c320
Full Text :
https://doi.org/10.4028/www.scientific.net/amm.543-547.2933