The parser cache in production is using a mysql-multiwrite object cache which write to both memcached and a mysql database (pc) (see $wgParserCacheType and $wgObjectCaches['mysql-multiwrite']).
In labs, we only use the CACHE_MEMCACHED, we could use a db as well.
Probably need MariaDB puppet manifests to be adapted just like for bug 53339 (migrate databases to MariaDB).