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06 April 2012

Data Warehouse Design vs OLTP Design

Data Warehouse
* Designed for analysis of business measures by categories and attributes
* Optimized for bulk loads and large, complex, unpredictable queries that access many rows per table
* Loaded with consistent, valid data; requires no real time validation
* Supports few concurrent users
* Data changes infrequently

OLTP
* Designed for real time business operations
* Optimized for a common set of transactions, usually adding or retrieving a single row at a time
* Optimized for validation of incoming data during transactions; uses validation data tables
* Supports thousands of concurrent users
* Data changes constantly