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Amazon Web Services AWS Certified Data Engineer - Associate (DEA-C01) Data-Engineer-Associate Question # 32 Topic 4 Discussion

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Amazon Web Services AWS Certified Data Engineer - Associate (DEA-C01) Data-Engineer-Associate Question # 32 Topic 4 Discussion

Data-Engineer-Associate Exam Topic 4 Question 32 Discussion:
Question #: 32
Topic #: 4

A food delivery company manages thousands of deliveries simultaneously. Each delivery vehicle transmits real-time telemetry data as JSON events. The company wants to accelerate downstream analytics and simplify data processing. The company needs to flatten the telemetry data and then store the data in an Amazon S3 bucket.

Which solution will meet these requirements with the LEAST latency?
A.

Create an Amazon Data Firehose delivery stream that ingests real-time telemetry data, automatically flattens the data, and delivers the data to the S3 bucket.

B.

Use Amazon Kinesis Data Streams to ingest real-time JSON events. Configure an AWS Glue streaming job to read, flatten, and write the data to Amazon S3.

C.

Send the real-time JSON events as messages to an Amazon Simple Queue Service (Amazon SQS) queue. Schedule an AWS Glue batch job by using a cron expression. Configure the batch job to read, flatten, and write the data to Amazon S3.

D.

Use Amazon Kinesis Data Streams to ingest real-time JSON events. Use the Amazon Athena flatten function to flatten the JSON data and write the data to the S3 bucket.

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Actual exam question for Amazon Web Services Data-Engineer-Associate exam by Phoenix40066 at Jul 2, 2026, 6:17:35 PM

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