Search notes:

OLAP vs OLTP

Characteristic OLAP OLTP
Focus Information Operations
Workload Ad hoc queries Predefined operations
Data modification Regularly updated by ETL processes DML
Key criterias Low insert/query response time - high data consistency in parallel (many sessions) operation - high trx/time
Schema design Denormalized (star schema) for better query performance Normalized to ensure data consistency
Data storage format column format row format
Typical operations A select statement queries lots of rows (select sum …) Single or few records
Historical data Yes Maybe
Data used for and managed by CxO, Data Analysts Clerks, Managers
Backups Usually less important Very important, ongoing
Generally, OLTP systems provide data to data warehouses and OLAP systems:
OLTP -> ETL -> OLAP

Index