According to an article at Livestrong.com, a weight reduction of one pound on an overweight person reduces the pressure on your knees by 4lbs. That would equal a reduction in pressure on the knee of 4800lbs. for every mile walked.
http://www.livestrong.com/article/403363-one-pound-weight-loss-equals-reduced-pressure-on-knees/