I have setup a Hadoop cluster containing 5 nodes on Amazon EC2. Now, when i login into the Master node and submit the following command
bin/hadoop jar
You can also you Apache Whirr for this workflow. Check the Quick Start Guide and the 5 minutes guide for more info.
Disclaimer: I'm one of the committers.