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With the growing popularity of cloud-based data center networks (DCNs), task resource allocation has become more and more important to the efficient use of resource in DCNs. This paper considers provisioning the maximum admissible load (MAL) of virtual machines (VMs) in physical machines (PMs) with underlying tree-structured DCNs using the hose model for communication. The limitation of static load...
One-class support vector machine (OCSVM) is one of the most well-known kernel methods, in which one attempts to use the hyperplane defined on feature space to separate the normal data from all other possible abnormal data. However, the standard OCSVM ignores the importance of the data distribution. With respect to the drawback of OCSVM, the information of data distribution is introduced to improve...
The electrical vehicles (EV) with vehicle-to-grid (V2G) capability can be used as loads, energy sources and energy storage in MicroGrid integrated with renewable energy sources. The output power of generators will be reallocated in the considering of V2G. An intelligent unit commitment (UC) with V2G for cost optimization is presented in this paper. A new constraint of UC with V2G is considered to...
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