abrupt shut down

Guys, I am experiencing strange but a critical problem on my desktop. It is shutting down abruptly. There is no specific interval my system keeps working. This happens at times even before bios is loaded, some times just after the bios screen, some times an hour or 2 after loading the OS and I...