I have done this before but I like going one step further and running Emacs over X with xpra or similar. An annoyance with xpra in particular last I looked into it is that the protocol version has to be identical on all your machines or it just refuses to connect (it has no concept of forwards/backwards compat in the wire protocol), and debian/ubuntu package different versions, so you end up having to build it yourself locally everywhere.