I recently had the pleasure to setup an RDS instance and it took me a while to figure out what the --ec2-security-group-owner-id parameter needs to be populated with when you want to allow access to your RDS instance from instances with a certain security group.
To cut to the chase, you need to log into AWS and then click the following link — done.