###Linux (application pause and continue)
if you are on Linux (not tested on mac os) and haven't started blender from the terminal you can also (aside from the Ctrl+Z Mentioned by Mike Pan) send a signal with:
killall -s STOP blender # to start it again killall -s CONT blender