I think about it a lot. A portion of my job has been either optimizing big systems or building very minimally invasive software that has to process a lot of data.

It’s akin to tuning a sports car. You can slap a big engine in a car, but the difference of a few seconds off of a lap is thousands of man-hours in optimization and tuning.