You are planning a solution to aggregate streaming data that originates in Apache Kafka and is output to Azure Data Lake Storage Gen2. The developers who will implement the stream processing…

The correct answer is D. Azure Databricks. The following tables summarize the key differences in capabilities for stream processing technologies in Azure. General capabilities Integration capabilities https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-

Submitted by parkjh· Mar 30, 2026Develop data processing

Question

You are planning a solution to aggregate streaming data that originates in Apache Kafka and is output to Azure Data Lake Storage Gen2. The developers who will implement the stream processing solution use Java. Which service should you recommend using to process the streaming data?

Exhibit

Options

AAzure Event Hubs
BAzure Data Factory
CAzure Stream Analytics
DAzure Databricks

How the community answered

(41 responses)

A
7% (3)
B
15% (6)
C
2% (1)
D
76% (31)

Explanation

The following tables summarize the key differences in capabilities for stream processing technologies in Azure. General capabilities Integration capabilities https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/stream-

Topics

#Azure Databricks#Apache Kafka#stream processing#Java SDK

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