Azure HDInsight now supports private link integration in preview, in all Azure regions. You can now remove the public IPs and create fully isolated clusters in a virtual network (VNET).
By using these new settings, you can also skip the inbound network security group (NSG) service tag rules for HDInsight management IPs.

You can learn how to create private cluster here.
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