We no longer need base_distributed.  And thanks to #939, this was easy!

Testing:
* Loaded up distributed server.  Worked like a champ!

@dylanjbarth this will interact with your PR.  Could you take a look, merge to release-0.11, and then pull release-0.11 into your PR?