Great news – static IP range for Azure Integration Runtime is now available in all ADF regions! You can whitelist specific IP ranges for ADF as part of firewall rules. The IPs are documented here: https://docs.microsoft.com/en-us/azure/data-factory/azure-integration-runtime-ip-addresses#azure-integration-runtime-ip-addresses-specific-regions. Static IP ranges for gov cloud and China cloud will be published soon!
Please refer to this blog post on how you can use various mechanisms including trusted Azure service and static IP to secure data access through ADF:
Service tag support will be made available in next few weeks. Please stay tuned!
If your network security requirement calls for ADF support for VNet and cannot be met using Trusted Azure service (released in Oct 2019), static IP range (released in Jan 2020), or service tag (upcoming), please vote for VNet feature here: https://feedback.azure.com/forums/270578-data-factory/suggestions/37105363-data-factory-should-be-able-to-use-vnet-without-re
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[Update] Thanks for your continued feedback on this capability! Rest assured that we are tracking this request closely along with several other platform capabilities our customers have requested. In the meanwhile, you can leverage cluster scaling capability to adjust HDInsight cluster size according to your varying compute needs. Azure Data Factory is another option you can explore for scheduling jobs with automatic creation and deletion of clusters: https://azure.microsoft.com/en-us/documentation/articles/data-factory-data-transformation-activities/
Microsoft Azure HDInsight