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going fast is about doing less
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I learned this lesson through one of my optimization tasks. Speeding up programm by just reducing input data by 80% solved multiple problems. And real eye openner was an "article" about grep: https://lists.freebsd.org/pipermail/freebsd-current/2010-August/019310.html
Basically if you have less work you will do it faster. Since then my first question is always: Can we do less work?