What options are available for performance tuning a SoundEx query?

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I was recently asked about improving website performance for a peers website.

What options are typically used for performance tuning sites enabled with SoundEx?

Overview

Using the homophones Smith/Smythe, I was able to reproduce the behavior of the website query response time described.

These are measured at the browser so there's a lot that could go into the number, but generally speaking the values were what we would expect, less for the non-SoundEx search and more for SoundEx search.

Smith  - Not Soundex - (1705 results)  - 6.62s server wait
Smythe - Not Soundex - (8 results).    - 5.51s server wait
Smith  - Soundex     - (4446 results)  - 9.47s server wait
Smythe - Soundex     - (4446 results) - 10.85s server wait

Technical Stack

language  - python - 2.7.5
framework - Django - 1.3
database  - not yet known - not yet known

NOTE: Database type and version will most likely play a role in what solutions are viable.

Sources

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