It is much simpler in terms of maintenance costs to use AWS RDS and not worry about maintaining a server. Moreover, if you use a server you will need to handle firewalls and ports. Programming with RDS is much simpler using common MySQL or PostgreSQL libraries. In a similar situation using PHP from a local environment, I found repeatedly that using RDS is simpler and more cost effective.