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Hybrid Cloud - Virtual network and loss of connection to on-premise DNS

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We currently have a hybrid solution with Azure. We have on-premise at a datacenter and servers in virtual network in Azure. We are in the process of migrating all servers / services in our datacenter over to cloud. Currently, DNS is setup on Virtual Network to server in datacenter that we will not be moving. My concern is that since the virtual machines in the virtual network currently use that on-premise DNS server by default ( which is also a domain controller ), what happens when we cut that vpn connection to on-premise? Will the virtual machines automatically use Azure dns? Will I need to create a simple DNS server inside the virtual network that allows servers to see each other, what about internet access for these virtual machines? Also, can I setup a DNS server in the cloud that is NOT part of the domain?

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