We have written a tutorial (video and textual) that allows debugging parallel applications using Eclipse IDE. Currently it's only possible to debug parallel Java applications when MPJ Express is running in the multicore mode - this essentially means that the target platform is a laptop/desktop with shared memory or multicore processors in it. For more details, see
the textual guide or
the video guide.