Finally, I am able to figure it out after trial and error method. I have missed "auto eth0" before the iface statement i.e
auto eth0
iface eth0 inet static
address xxx.xxx.xxx.xxx
network 255.255.255.0
gateway xxx.xxx.xxx.xxx
dns-nameservers 8.8.8.8