**Star**: Central fact table with denormalized dimensions; one join per dimension. **Snowflake**: Normalized dimensions with hierarchies (e.g., region → country → city). **Why choose Star**: Query simplicity drives performance—fewer joins mean faster execution; BI tools generate simpler SQL; caching works better....
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