well I figured out one way of getting around. It's possible to directly expand the war file in the deploy directory.
However, I still don't know what I should do when I would like to get the war file automatically expanded after deploying it.
You can install Apache and mod_jk. Apache still wait client connection and post it replay, but dynamic content it redirect to jboss.