Ubuntu Server delivers the best value scale-out performance available.
Ubuntu Server is the world's most popular Linux for cloud environments. Ubuntu Server is the perfect virtual machine (VM) platform for all workloads from web applications to NoSQL databases and Hadoop. For more information see Ubuntu on Azure
and using Juju to deploy your workloads