Tuesday, July 11, 2017

DWH - What is the difference between OLTP and OLAP system?

Both OLTP and OLAP are types of IT systems.OLTP (Online transaction processing system) deals with transactions ( insert, update , delete and simple search ) while OLAP (Online analytical processing) deals with analyzing historical data, forecasting etc.
Below is a simple table which chalks out the differences.

OLTP
OLAP
DesignNormalized. (1st normal form, second normal form and third normal form).Denormalized (Dimension and Fact design).
SourceDaily transactions.OLTP.
MotiveFaster insert, updates, deletes and improve data quality by reducing redundancy.Faster analysis and search by combining tables.
SQL complexitySimple and Medium.Highly complex due to analysis and forecasting.

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