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Amazon Web Services AWS Certified Machine Learning Engineer - Associate MLA-C01 Question # 6 Topic 1 Discussion

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Amazon Web Services AWS Certified Machine Learning Engineer - Associate MLA-C01 Question # 6 Topic 1 Discussion

MLA-C01 Exam Topic 1 Question 6 Discussion:
Question #: 6
Topic #: 1

A company is building a near real-time data analytics application to detect anomalies and failures for industrial equipment. The company has thousands of IoT sensors that send data every 60 seconds. When new versions of the application are released, the company wants to ensure that application code bugs do not prevent the application from running.

Which solution will meet these requirements?
A.

Use Amazon Managed Service for Apache Flink with the system rollback capability enabled to build the data analytics application.

B.

Use Amazon Managed Service for Apache Flink with manual rollback when an error occurs to build the data analytics application.

C.

Use Amazon Data Firehose to deliver real-time streaming data programmatically for the data analytics application. Pause the stream when a new version of the application is released and resume the stream after the application is deployed.

D.

Use Amazon Data Firehose to deliver data to Amazon EC2 instances across two Availability Zones for the data analytics application.

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Actual exam question for Amazon Web Services MLA-C01 exam by Lumen16142 at Feb 2, 2026, 6:51:05 AM

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