Something interesting that wasn't mentioned in this article, but was mentioned in the other Ottertune blog article [0] is that significant performance improvements can be achieved with the help of open-source tools like MySQLTuner [1].

[0] https://ottertune.com/blog/benchmark-using-machine-learning-...

[1] https://github.com/major/MySQLTuner-perl