You are designing a data architecture using Azure Databricks. The business requires ACID transactions, scalable metadata handling, and the ability to unify streaming and batch data processing on their existing Azure Data Lake Storage Gen2. Which TWO technologies should you include in your architecture? (Select TWO)

Answer options:

Azure Synapse dedicated SQL pools.

Delta Lake.

Azure Cosmos DB.

Azure Data Lake Storage Gen2.

Azure Stream Analytics.

How to approach this question

Identify the storage layer that adds ACID transactions to data lakes.

Full Answer

B,D

Delta Lake is an open-format storage layer that delivers reliability, security, and performance on your data lake (ADLS Gen2) by providing ACID transactions and unifying streaming and batch processing.

Common mistakes

Selecting Synapse or Stream Analytics, missing the native capabilities of Delta Lake on Databricks.

Question 20 All questions Question 22

Practice the full Azure Solutions Architect Expert AZ-305 Practice Exam 6

55 questions · hints · full answers · grading

More questions from this exam

Q01Contoso Ltd is a global manufacturing company with 50,000 employees. They operate a mix of on-pre...Medium Q02A financial institution has 500 Windows Server VMs on-premises and 200 VMs in Azure. They need to...Hard Q03An enterprise uses Azure Sentinel and Log Analytics. They ingest 500 GB of logs daily. The IT bud...Hard Q04You are designing a monitoring strategy for a new Azure deployment consisting of App Service, Azu...Easy Q05A healthcare company uses Microsoft Entra ID (Azure AD). They need to implement a security policy...Medium

View all 55 questions →