In this post, I will show you how to install domain controller in Azure. This type of setup would be beneficial, if your on premises domain controller goes down, the users will be able to login and continue as usual because our Azure domain controller will take care of authentication.
I have a domain controller on premises. I have setup Site to Site connection between On Premises and Azure. You can check the document for rest of the steps.