On Ubuntu 16.04 using Ubuntu's Network Manager, kube-dns running in minikube failed
when --vm-driver=none because /etc/resolv.conf was not setup to point to external
IP address.
This fix from @jgoclawski seems to do the trick.
Modify the upstream list of dns servers to fit your needs.