The kernel is certainly unhappy about something. I would suspect hardware, most likely memory. Take the machine apart and give it a good cleaning if its been awhile, then start removing or swapping out nonessential hardware (extra stick of ram, storage drives, etc). Make sure the cpu heatsink/fan is still working properly (fan running slow, problem with thermal paste).