I would choose Ubuntu\Debian. Rpm works, but i think deb installer is more polished. As a platform to run Openfire on i don’t know of any specific advantages to use one distro or another.
Although there is no your scenario, but maybe it cam help to come up with something Explanation: moving Openfire to a new server