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Cloud computing has become a new face of modern technology because of its ability to share resources among a large number of people. It has an important impact in our daily life (business, health,..., etc.) where customers can benefit from a service without much effort via a simple device. However, the cloud suffers from a number of issues that need to be addressed in order to improve its performance. This latter is realized by adopting a better approaches of resource allocation and that what we seek to do in this study.