Saturday, 17 May 2014

Describe the differences between Transactional & Analytical Systems

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.


OLTP
OLAP
Business Purpose
Day to day business process
Business forecasting/Analysis/Decision making
Users
Application users
Data analysis Users
Data volume
Depends on the transactions
Large volume of data
Refresh
Immediate
Regular intervals
Data model
ER model
Dimensional model
Schema
Normalized
Star
Query Response
Fast
Slow
Orientation
Transaction
Analysis
Focus
Data in
Information out
Characteristic
Operational processing
Informational processing

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