I did it quite a bit when I was stationed on a Marine Corps base. 70 pound pack plus about a 40 pound medical pack. The military is not for the dainty.
I've done civilian overnight camping, but I didn't carry as much. It was more of a set up base camp (whether tent or trailer) and then keeping supplies for whatever activity was going on.
What is the longest time you have spent camping/living outdoors?