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Home/ Questions/Q 3341584
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Editorial Team
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Editorial Team
Asked: May 18, 20262026-05-18T00:44:22+00:00 2026-05-18T00:44:22+00:00

We’re all familiar with the autocomplete tagging setup here on SO. I’m wondering what

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We’re all familiar with the autocomplete tagging setup here on SO.

I’m wondering what is the most efficient method for querying the tag table in this scenario.

A busy site with many users tagging away with the autocomplete feature requires a lot of querying. Say at any one time there are 100 users typing an average of 10 characters to lookup/create their tags. That seems like a lot of queries on a single table and that’s only one aspect of a busy site.

So, is it just a matter of making sure you have a sane delay on the client side before a request is made, or is it smart indexing on the data table, or is it offloading the data on a regular basis to a more efficient server-side lookup store?

I’d appreciate any tips.

Using mysql and php.

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  1. Editorial Team
    Editorial Team
    2026-05-18T00:44:22+00:00Added an answer on May 18, 2026 at 12:44 am

    Store all the auto-complete options in memory. You can quickly filter the options with a Trie (e.g. this Java implementation). No matter how many options are in a Trie, it will stay O(1) efficiency.

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