Efficient energy management services are possible by providing energy efficiency improvement, energy sharing and trading services through interconnection and integration of energy supply-transmission-utilization energy systems of devices connected to the Internet. For efficient energy information collection to reduce energy costs, future energy production and usage needs to be predicted based on information gathered from independently operated energy devices. For this, this paper shows Energy Peak Reduction Mechanism with Prediction of Demand and PV Generation on big data system.