Ntoskrnl.exe (nt +0x4ADB3C) WINDOWS CRASH/RESTART

Basically I am not getting a bluescreen, instead it goes black and then restarts.
This has been happening the past week and I even tried restoring my computer to factory settings and today, have gotten it 3-4 times.

The exact error I'm getting:

crash dump file: C:\Windows\Minidump\110913-31871-01.dmp
This was probably caused by the following module: ntoskrnl.exe (nt+0x4ADB3C)
Bugcheck code: 0x124 (0x0, 0xFFFFFA8006129038, 0x0, 0x0)
Error: WHEA_UNCORRECTABLE_ERROR
file path: C:\Windows\system32\ntoskrnl.exe

Post it following the Blue Screen of Death (BSOD) Posting Instructions.

Also fill up your system specs.
See your system specs and fill it up here.

Use the "GRAB ALL" button of the SF Diag tool?

Follow it: Stop 0x124 - what it means and what to try

The issue is stop 0x124 with 0 as first argument (=machine check exception). That means, it is hardware failure reported by the CPU (not necessarily a CPU error). In that situation, there is no way to pin-point to the exact issue.

Sorry to say, but you have to work more to resolve it, only if you are not extremely lucky.