You shouldn't run databases on it unless you can express exactly why you should. Me, I already have resource segmentation throughout my infrastructure. They have their own network stacks and predictable, understandable resource utilization.
I call those segments "virtual machines." It's rather harder to blog about an RDS instance (or even a self-hosted EC2 one), but you minimize moving parts and the way your bleeding-edge systems can screw you.