Note for
numberphiles:
all numbers have been rounded to their first significant
digit, because I’m a fan of Rob Eastaway’s
“zequals” method
of getting to the point when it comes to estimation. It’s much
more valuable to walk away with the heuristic “some dude got
a 300x memory reduction by swapping out a database he hacked
together for a tiny, static, specialized data structure that
does exactly what he needs it to and no more.”
essentially they were using a database that needed much more than what they required which made everything super slow, so they used a more precise and small tool for the job they needed exactly, reducing the db’s size. am i correct? i’ve been touching on this topic a bit recently so it’s all still very new to me.
Yup, that basically sums it up. The key part though was that doing the inefficient thing first allowed them to make progress and to understand the problem better by working through it, which later led to a more clever solution. The moral of the story here is that it’s always better to solve the problem even if your solution isn’t optimal, and then reflect on it.