🔥 40% Off Crucial Exams Memberships — This Week Only

3 days, 7 hours remaining!
Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

An e-commerce company must migrate its 15-TB/day Apache Kafka workload to AWS. Producers and consumers already use native Kafka APIs and several Kafka Connect connectors. Traffic peaks are unpredictable. The team wants to avoid application changes, keep 7-day topic retention, and pay only for throughput actually used while the service scales automatically. Which AWS solution best meets these cost and performance requirements?

  • Rewrite producers and consumers to use Amazon Kinesis Data Streams in on-demand capacity mode.

  • Replace Kafka with Amazon SQS FIFO queues and enable long polling to handle burst traffic.

  • Run the workload on Amazon MSK Serverless and keep the default 7-day retention for each topic.

  • Send events directly to Amazon S3 through Amazon Kinesis Data Firehose and query them with Amazon Athena.

AWS Certified Data Engineer Associate DEA-C01
Data Store Management
Your Score:
Settings & Objectives
Random Mixed
Questions are selected randomly from all chosen topics, with a preference for those you haven’t seen before. You may see several questions from the same objective or domain in a row.
Rotate by Objective
Questions cycle through each objective or domain in turn, helping you avoid long streaks of questions from the same area. You may see some repeat questions, but the distribution will be more balanced across topics.

Check or uncheck an objective to set which questions you will receive.

Wipe Score
Bash, the Crucial Exams Chat Bot
AI Bot