The redis database is managed so I need to connect via ttl
Server: tls://redis.database.host.com:5432
When saving, is indicates it can connect.
With debugging on I see the following, not sure if it is related:
Warning: Redis::connect() expects parameter 2 to be int, string given in /var/www/html/cache/stores/redis/lib.php on line 185