Ubuntu - Restart Network Service

You could use the service command but I prefer to run the command directly:

sudo /etc/init.d/networking restart

or 

You can bring each of your network interfaces up and down manually:

You can run this command to take down all interfaces:

sudo ifdown -a

Then run this to bring them back up again:

sudo ifup -a