>> We currently use MariaDB, with the InnoDB database engine.
It is kind of funny how long InnoDB was the most reliable storage engine. I am not sure if MyISAM is still trying to catch up, it used to be much worse than InnoDB. With the emergence of RocksDB there are multiple options today.