I installed ubuntu server when I was not plugged into the network. I selected configured network at a later time when it asked about DHCP.
How do I now install the network?
There is no eth0 entry in the interfaces file.
See here for basic networking steps on Ubuntu.
will list all network interfaces on your server.
Detailed official documentation from ubuntu.com for servers goes here.