Sure, [Bitnami](http://bitnami.com/stack/discourse) supports EC2 and there
are several topics here about it.

Our [official install guide](
https://github.com/discourse/discourse/blob/master/docs/INSTALL-ubuntu.md)
also works great on an Amazon EC2 provisioned virtual machine with very
little change.