Hello.
The problem can be anywhere on the chain : processor, RAM bus, RAM, PCI or SATA or whatever bus, RAM of the disk, disk chip or firmware, disk itself.
We cannot tell. But it is often a disk or RAM problem (if the RAM is not ECC).
Just to check, is your disk direct attached, it is not a...