Docker: using your existing kernel as its kernel and just creates a container to wrap the kernel to run your apps. Sharing the same kernel.
vagrant: a light-weight VM, better isolation
How to install Docker on Ubuntu 14.04
http://docs.docker.com/installation/ubuntulinux/
Docker vs. Vagrant
http://www.scriptrock.com/articles/docker-vs-vagrant
Installing Hadoop 2.4 on Ubuntu 14.04:
http://dogdogfish.com/2014/04/26/installing-hadoop-2-4-on-ubuntu-14-04/
http://www.michael-noll.com/tutorials/running-hadoop-on-ubuntu-linux-multi-node-cluster/
Using Docker to try Hadoop:
http://techtraits.com/hadoopsetup/
Distributed environment on a single laptop:
http://ofirm.wordpress.com/2014/01/05/creating-a-virtualized-fully-distributed-hadoop-cluster-using-linux-containers/
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