A high-level overview of the main reasons for choosing a particular storage engine:
When you want to split your database load on several servers or optimize for scaling. We also suggest looking at Galera, a synchronous multi-master cluster.
When you want to use data not stored in a MariaDB database.
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https://mariadb.com/kb/en/choosing-the-right-storage-engine/