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Denormalization - CI/CD Glossary Definition

Denormalization deliberately duplicates or pre-joins data so reads avoid expensive joins, trading storage and write complexity for query speed.

The trade-off

A denormalized column or summary table must be kept consistent with its source on every write, often through application logic or a backfill, which is the cost paid for faster reads.

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