Thank you Amogh for your help. It worked. After I have boot from UEFI mode for my USB drive. Previously i was trying for normal boot which is might be MBR boot mode. Now I have successfuly installed the win 8 on GPT disk without any GPT -> MBR conversion. Last option was that only. :)
Thank you once again for your help.
Thanks
Prashant D