PC freezes while booting through CD or USB

Hello,
My PC works well for hours while booting from HDD but freezes at different instances each time when trying to boot from CD or USB.

I tried changing CD Drive but the result is same. The bootable CD is also working well in other PC. Can it be corrupt BIOS or hardware fault?

My PC is 5 years old and Both (HDD and CDD) are IDE.

Also I tried different data cable, RAM but the result is same.
 
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