Reliability computing and management considering the network traffic for a cloud computing

被引:0
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作者
Yoshinobu Tamura
Shigeru Yamada
机构
[1] Yamaguchi University,
[2] Tottori University,undefined
来源
关键词
Cloud computing; Reliability; Maintenance; Neural network; Modeling;
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摘要
We focus on a cloud computing environment by using open source software such as OpenStack and Eucalyptus because of the unification management of data and low cost. A cloud computing is attracting attention as a network service to share the computing resources, i.e., networks, servers, storage, applications, and services. We propose jump diffusion models based on stochastic differential equations in order to consider the interesting aspect of the provisioning process. In particular, we propose an estimation method of the network traffic density in the cloud computing. Also, we analyze actual data to show numerical illustrations of application of the reliability-oriented network management considering the characteristics of cloud computing.
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页码:163 / 176
页数:13
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