The SQL Server (version 2016) is located in the local Virtual Machine(Windows Server 2012 R2) and I need to provide authentication for the users in the Azure Active Directory. As I am new to this I am not even sure whether it is possible or not. Can anybody guide me.
Connect Local SQL Server Database using Azure Active Directory Credentials
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No, it is impossible. Please refer to this official document.
It means if your local sql server could not use Azure Active Directory Authentication. You could use local domain Active Directory users.
If you use Azure SQL Database and SQL Data Warehouse, you could use Azure Active Directory authentication. Please refer to this link.