BSOD random occurrence causing boot disk error

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I have been having an issue with my computer rebooting at random and then giving the BSOD screen very briefly and once it reboots it goes to the BIOS screen saying no Boot Device found. When you enter BIOS there is no boot device found. I shut down the computer unplug it and pull the hard drive cables and put them back in and turn the computer on and poof it works just fine. Randomly later it does it all over again. First time it happened I went ahead and bought a brand new WD Blue hard drive and got rid of the old drive and did a fresh install of windows 8.1 and all the programs I use frequently. This did not work as it still does the problem. I proceeded to check the Memory.dmp file and I will attach both the memory dmp info and the dxdiag info.


Other symptoms maybe associated with this problem:

• Every so often but not always the PSU starts sounding very very loud and gets quite hot.
• Been having major issues with buffering of videos on multiple sites from youtube to hulu and netflix. Even running high speed cable internet.
• USB ports at random just shut off. Examples include say a webcam in the port all the sudden disconnects and I have to change it to a different port.

PC Specs:

AMD FX-6350
8gb ddr3 Balistix RAM
WD 1tb Blue hard drive
NVIDIA GeForce GTX 750 Ti
Windows 8
Generic DVDRW