Big Data deals with huge massive data that may be from heterogeneous autonomous sources. These data can be from distributed and decentralized control also. The management of huge data using traditional data management system is extremely challenging in day to day life. So it is mandatory to define new paradigm and re-evaluate current system to manage and process Big Data. In this paper,a review on some significant characteristics,issues and challenges related to Big Data management has been studied. Discussions of various Big Data Analytics framework that deal with Big Data analytics workloads have been discussed. Comparative study between the given frameworks and suitability of the same has been proposed. © 2016,International Journal of Pharmacy and Technology. All rights reserved.