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Due to rapid generation of large numbers of integrated medical data from various communities of the world, health care systems need to be stored and streamed properly. Heterogeneous data has been scattered from different healthcare medical records has various attributes and primarily they are not structured using data frameworks. In this paper we emphasized the various frameworks of big data and its significance in healthcare systems. This paper also focuses on the significance of speculativedoi:10.35444/ijana.2021.12609 fatcat:z6hamit2lvgqvfpvlgydx46tci