I made a mistake in my earlier post, it shouldn't be changed to "noauto", the eth1 name should just be deleted from the "auto" line. If you have a line:
in /etc/network/interfaces, change it to:
That should prevent eth1 from being brought up during boot up.
You can also disable the module for eth1 as described above to achieve the same thing.