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March 26, 2026 · 1 min read

Can you describe a situation where you had to balance normalization with performance in a database design, and how you approached that decision?

In one project, we needed to normalize our customer data to eliminate redundancy, but complex queries were causing significant performance issues. I decided to implement partial normalization, creating some denormalized…

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📅 Mar 26, 2026 ⏱ 1 min read

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Can you describe a situation where you had to balance normalization with performance in a database design, and how you approached that decision?

COVER // CAN YOU DESCRIBE A SITUATION WHERE YOU HAD TO BALANCE NORMALIZATION WITH PERFORMANCE IN A DATABASE DESIGN, AND HOW YOU APPROACHED THAT DECISION?

In one project, we needed to normalize our customer data to eliminate redundancy, but complex queries were causing significant performance issues. I decided to implement partial normalization, creating some denormalized tables for frequently accessed data, which improved performance without sacrificing too much data integrity.

architecture database normalization performance

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