Just to help others, I have finally got this problem fixed. The motherboard and the Power Supply both were damaged. Luckily, both were in the warranty period, so I got it fixed for no extra cost. So, that was the complete issue.
Regarding the CPU heating, I got the cpu back and it still kept...