Volume 11 Issue 2 ( June )

Cloud computing has been adopted by the various industries for applications that are demanding for the huge amount of compute power or resources. The main advantage of using the cloud computing is that various resources like servers, disks and bandwidth are allocated as per the demand of the application, which may be elastic in nature. This removes the overhead of the end user to search for the pool of resources, instead are made available as the virtual machines. The virtual network embedding is a technique to embed networks on virtual machines that are compatible of performing tasks and run optimally with low latency. In the paper k means based approach is used to create the cluster having virtual machines and virtual networks that will first allocated with respect to geolocations then the compatible cluster is to be calculated if the conditions not satisfied. This will serve as a huge time decrement of finding optimal clusters and with lower latency task will performance the same has been justified from the results.

Keywords: Cloud computing; Energy-efficient model; Virtual machine management; Virtual cluster; Elbow Means