OT: Computer is randomly pausing.

[Baron Munchausen]

I doubt if a power supply fault is the cause of strange pauses by your computer. Power supply faults will generally kill the machine outright. It's more likely a software problem. But that said, your whole computer depends on the quality of the power supply. If you need a new one, make sure you get a good one, not a cheapie.