I'd suspect the hdd/controller/memory.
First to a reset on the BIOS, then run a SMART test. Also a mem test won't hurt. I'm partial to memtest86... it has pointed problems in the past where other tests didn't (and indeed changing the RAM fixed).
Also start with bootlog enabled and take a look for clues.