The problem could be a number of things it's hard to tell from here exactly what it is. Your hard drive couldbe failing so you should backup any important files you need. Do you have any spare hard drives you can swap and test?

Go into BIOS and make sure that the boot-up sequence is correct. Do you have more than one hard drive plugged in?