Water leaks that arise while you are away will increase your water bill significantly, and could also cause massive damage. Turning off the water at the main shut-off water valve is the best way to protect your home from such leaks and large bills, as most insurance companies won't cover your home for water losses if you are not home for more than 4 days. See our other post on that.