This looks quite relevant: https://aws.amazon.com/blogs/ai/tuning-your-dbms-automatical... ("Tuning Your DBMS Automatically with Machine Learning")

The authors propose a way to do some automatic tuning for MySQL and Postgres.

Link to the paper itself: http://db.cs.cmu.edu/papers/2017/tuning-sigmod2017.pdf