It definitely sounds like a hardware failure, that's not to say Ubuntu isn't at fault, but I would recommend thoroughly testing the RAM and/or hard drive, which may also be (sadly) failing.
It definitely sounds like a hardware failure, that's not to say Ubuntu isn't at fault, but I would recommend thoroughly testing the RAM and/or hard drive, which may also be (sadly) failing.