One of the most frequent thing I do with Eclipse is to re-run the last program. I do it by going to Run -> Run History -> [top most item].
Is there a shortc
Ctrl-F11
And also you don't need to go to Run --> Run History. You can just click the small down arrow button next to the Run button (This looks like a green circle with a white play symbol in it) on your toolbar.