Yep : Reboots of non-particular intervals are mostly heat problems. Check your fan, heatsink, your case's air flow etc. Grab your vacuum cleaner and hold it close to CPU and system fans, it'll suck the overloaded dust. And if necessary, you may take a cotton ear cleaner and wipe the fans to perfection