@alok, as long as your DHCP server has the correct gateway configuration, then it should work. Often though, a home router is setup to be the DHCP server and it sets the DHCP gateway to its own IP. Bottom line - check you DHCP configuration. 
There was some proof-of-concept work done on setting a static IP on the Core: