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AZ-305 · Question #397

You have an Azure subscription. You are designing a data solution that will process millions of items nightly. The solution must meet the following requirements: - Support integration with Microsoft…

The correct answer is B. Azure Databricks. Databricks is a cloud-based platform built for big data, AI, and machine learning, geared towards data professionals. When you use auto-scaling, Databricks automatically determines when to upsize or to downsize. Using auto-scaling allows you to control usage costs. The cluster…

Submitted by manish99· Mar 6, 2026Design data storage solutions

Question

You have an Azure subscription. You are designing a data solution that will process millions of items nightly. The solution must meet the following requirements: - Support integration with Microsoft Dataverse. - Support dynamic data masking. - Support auto scaling. What should you include in the solution?

Options

  • AMicrosoft Power BI
  • BAzure Databricks
  • CMicrosoft Fabric
  • DAzure Synapse Analytics

How the community answered

(42 responses)
  • A
    14% (6)
  • B
    71% (30)
  • C
    5% (2)
  • D
    10% (4)

Explanation

Databricks is a cloud-based platform built for big data, AI, and machine learning, geared towards data professionals. When you use auto-scaling, Databricks automatically determines when to upsize or to downsize. Using auto-scaling allows you to control usage costs. The cluster brings up additional nodes only when they are needed for resource-intensive tasks. Databricks helps companies process large-scale data, and Databricks data masking ensures high-quality, compliant data. Azure Databricks supports Microsoft Dataverse through various methods, including direct connection with CData JDBC Driver, exporting data to Delta Lake format using Azure Synapse Link, and leveraging Airbyte for data synchronization. https://learn.microsoft.com/en-us/azure/databricks/introduction

Topics

#Azure Databricks#dynamic data masking#Microsoft Dataverse integration#auto scaling

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