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Denormalization: Balancing Performance and Efficiency

Denormalization: Balancing Performance and Efficiency

 

Denormalization: Balancing Performance and Efficiency

The Art of Denormalization ⚖️

Denormalization involves adding redundancy to improve performance. It might seem counterintuitive, but it’s essential for optimizing read-heavy applications.

Why Consider Denormalization?

  • Improves Query Performance: Reduces the need for complex joins.
  • Simplifies Queries: Makes data retrieval faster and easier.

Denormalization Strategies:

  • Duplicate Data: Store the same data in multiple locations.
  • Pre-compute Aggregations: Store results of calculations.

Tips for Effective Denormalization:

  • Assess Your Needs: Only denormalize if it significantly improves performance.
  • Monitor Impact: Regularly review the impact on performance.

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