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In this paper we focused on the emerging trends and various approaches for carrying out analytics on clouds for Big Data application. It revolves around four important analytics and Big Data. We also discussed about the some of the real world challenges in this cloud and Big Data computing era. This paper also focused on the implementation strategy of Big Data like Management, Data Varity etc. It helps to identify the technology gaps which may help to research communities so that they will havedoi:10.30991/ijmlnce.2017v01i01.004 fatcat:74tkg7bcnbgxvlcrfwtoaiza2u