principally there is no problem in running any java tool on a linux
distribution.
You should only be aware to install the same JDK everywhere
(programm once run anywhere). Then it will work.
You only can run into trouble when you use rpm's cause they can be different. But the jdk you can get for each distibution and the rest i
normally prefer tar.gz archives.