As the internet users grown day by day in public domain. There is need of user behaviour analysis and accordingly to predict the actual need of internet bandwidth on time stamp manner. The so called study will help to deal with the actual user bandwidth requirement and efficiency at work. As the software defined network is nowadays playing important role in achieving dynamicity and flexibility in network resource optimization. The software defined networking (SDN) using network functions virtualization (NFV) and open-flow architecture, are supporting this evolution. There by drastically user driven services to guarantee low latency and fast access of user applications on laid network on one hand, and the trend to support personalization of services on the other. The static linear and dynamic heuristic estimation of multimedia data services towards the edge nodes can be helpful in optimization of resources. The software defined network optimization is useful in new policy decisions, to scale up the network media availability and help network administrator at local network. At present these facilities available with enterprise network administrator only.