You'll be able to run this Linux distro on both Azure and your desktop using Windows Subsystem for Linux. Here's what we know about it so far.
Source: ADnet
Source Link: https://www.zdnet.com/article/microsoft-releases-its-first-server-linux-distribution-azure-linux-4-0/