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Star Schema

The star schema centers on one fact table with multiple dimension tables radiating from it, simplifying OLAP queries and optimization.

Purpose

To understand the classic data-warehouse schema and optimize multi-dimensional analytical query performance.

Mechanism

The fact table holds measures and dimension foreign keys (large); dimension tables hold descriptive attributes (small). Fact-to-dimension is one-to-many. Star-query optimizations: bitmap indexes, materialized views, join pruning. The simple structure helps optimizers.

Use cases

  • Data warehouse design
  • OLAP schema
  • Multi-dimensional analysis

Related tools

References