Do I need to Configure replica set from MongoDB shell after server restart?

Welcome to the MongoDB Community @Alan_Tam !

Per Replica set with 3 DB Nodes and 1 Arbiter - #8 by Stennie, there are several disadvantages to using an arbiter with modern versions of MongoDB. I recommend NOT using an arbiter where possible, especially for a production deployment.

Regards,
Stennie