Abstract
In recent years, social network service based on mobile devices has obtained lots of interests from many users, developers as well as service providers. However, many users do not gain high quality social media services due to the fact that mobile devices have bad performance of hardware. In order to overcome the limitation of hand devices, most providers are applying cloud computing techniques, especially virtualization to SNS. In this paper, we propose multi-agent model for virtualization resource configuration that automatically allocates service resources suitable for mobile devices in cloud computing environment. The proposed model infers user on-demand by analyzing and learning user context information. In addition, multi-agent model allocates service resources depending on types of usage so that users can utilize reliable service resources.
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