Transactional systems (OLTP): Deals with transactional/operational system data; frequently updated& queried. The transaction databases stores the current data in normalized format. So, the expected query response is very fast.
Analytical systems (OLAP): Deals with Historical long period of time data from OLTP system. It is a large volume of data; so the query response is slow.
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OLTP
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OLAP
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Business Purpose
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Day to day business process
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Business forecasting/Analysis/Decision
making
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Users
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Application users
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Data analysis Users
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Data volume
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Depends on the transactions
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Large volume of data
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Refresh
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Immediate
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Regular intervals
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Data model
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ER model
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Dimensional model
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Schema
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Normalized
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Star
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Query Response
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Fast
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Slow
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Orientation
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Transaction
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Analysis
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Focus
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Data in
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Information out
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Characteristic
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Operational processing
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Informational processing
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