I think it would suck if you were not actually familiar with the area first. I'd just do a hostel or cheap hotel or crash with friends (couchsurfing, etc.) Also, hotel rates now are a lot higher than they were in 2002-2003 (which was the middle of a tech recession).

Craigslist used to have short-term sublet inventory, but now it's pretty weak.