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In my decade of experience, I have seen more performance problems due to poor choice of datastructures or unnecessary I/O, than due to poor selection of algorithms.
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Because your foundation was laid by people who selected the right algorithms. Duh.
I'm surprised a blog entry like this got aggregated.
