You have an Azure virtual machine named VM1 that runs Windows Server 2019 and contains 500 GB of data files. You are designing a solution that will use Azure Data Factory to transform the data…

The correct answer is D. the self-hosted integration runtime in Azure. The integration runtime (IR) is the compute infrastructure that Azure Data Factory uses to provide data-integration capabilities across different network environments. For details about IR, see Integration runtime overview. A self-hosted integration runtime can run copy…

Submitted by ashley.k· Mar 6, 2026Design data storage solutions

Question

You have an Azure virtual machine named VM1 that runs Windows Server 2019 and contains 500 GB of data files. You are designing a solution that will use Azure Data Factory to transform the data files, and then load the files to Azure Data Lake Storage. What should you deploy on VM1 to support the design?

Options

Athe Azure Pipelines agent
Bthe Azure File Sync agent
Cthe On-premises data gateway
Dthe self-hosted integration runtime in Azure

How the community answered

(41 responses)

A
7% (3)
B
12% (5)
C
2% (1)
D
78% (32)

Explanation

The integration runtime (IR) is the compute infrastructure that Azure Data Factory uses to provide data-integration capabilities across different network environments. For details about IR, see Integration runtime overview. A self-hosted integration runtime can run copy activities between a cloud data store and a data store in a private network. It also can dispatch transform activities against compute resources in an on-premises network or an Azure virtual network. The installation of a self-hosted integration runtime needs an on-premises machine or a virtual machine inside a private network. https://docs.microsoft.com/en-us/azure/data-factory/create-self-hosted-integration-runtime

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