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Editorial Team
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Editorial Team
Asked: May 18, 20262026-05-18T10:59:28+00:00 2026-05-18T10:59:28+00:00

I have a web application that I am currently working on that uses a

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I have a web application that I am currently working on that uses a MySQL database for the back-end, and I need to know what is better for my situation before I continue any further.

Simply put, in this application users will be able to construct their own forms with any number fields (they decide) and right now I have it all stored in a couple tables linked by foreign keys. A friend of mine suggests that to keep things “easy/fast” that I should convert each user’s form to a flat table so that querying data from them stays fast (in case of large growth).

Should I keep the database normalized with everything pooled into relational tables with foreign keys (indexes, etc) or should I construct flat tables for every new form that a user creates?

Obviously some positives of creating flat tables is data separation (security) and query speeds would be cut down. But seriously how much gain would I get from this? I really don’t want 10000 tables and to be dropping, altering, and adding all of the time, but if it will be better than I will do it… I just need some input.

Thank you

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  1. Editorial Team
    Editorial Team
    2026-05-18T10:59:29+00:00Added an answer on May 18, 2026 at 10:59 am

    Rule of thumb. It’s easier to go from normalized to denormalized than the other way around.

    Start with a reasonable level of database normalization (by reasonable I mean readable, maintainable, and efficient but not prematurely optimized), then if you hit performance issues as you grow, you have the option of looking into ways in which denormalization may increase performance.

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