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Data marts
            Data marts are subsets of the DW database with a specific purpose in mind. Often the purpose is related
            to the business user, especially business unit managers, who become the owner. Data marts are created
            for reasons such as easy access to frequently needed data; collective view of a group of users; to
            improve end-user response time; to offload DW data to a separate computer for greater efficiency;
            security (to separate an authorized data subset); expediency; and politics.


            Active data warehousing
            Operational decisions and other tactical needs have led to real-time data warehousing (RDW), or active
            data warehousing (ADW). This type of system expands and supplements traditional DW and allows
            employees, vendors, and customers access to real-time information for decision-making. RDW can
            improve customer relations, supply chain management (SCM), logistics, and other aspects of the
            business.

            As data is generated in the OLTP system, data is moved almost at once into the DW, rather than being
            moved at the end of the day or end of the week. This allows instant updates to the DW, replacing the
            intermediate transfer process and possibly reducing the total time and resources involved; immediate
            and historical data are both available for strategic and tactical purposes.















































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