I am running boot2docker on my Mac. OSX version 10.9.3 boot2docker version 4.3.12 Docker version 0.12.0
The boot2docker image is a vagrant box, using virtualbox. I
credit to @oillio for the issue link and the discussion inside.
It happens in Windows 7 environment as well using boot2docker 1.0.1, I follow the suggestion in https://github.com/boot2docker/boot2docker/issues/357
$ sudo udhcpc # refresh the DHCP
$ sudo /etc/init.d/docker restart # restart the service