The data being generated is increasing rapidly from day to day, most of it being unstructured data. There is a strong need to store, collect, process and analyze this data. NoSQL databases help us to efficiently deal with unstructured data. The paper deals with classifying the databases using CAP theorem. Further, the paper gives a comparative analysis of NoSQL databases with regard to the applications for which it can be used and how secured each of the databases are.
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