Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

A retail company ingests 50,000 clickstream events per second into an on-premises Apache Kafka cluster. The team wants to migrate the workload to AWS to eliminate patching and node failures while keeping existing Kafka producer and consumer code, retaining data for 7 days, and minimizing ongoing operational cost. Which approach meets these requirements?

  • Provision a multi-AZ Amazon MSK cluster with the required number of brokers and set the topic retention to 7 days.

  • Write events directly to Amazon DynamoDB using Kinesis Data Streams for DynamoDB and enable DynamoDB Time to Live (TTL) set to 7 days.

  • Send events to an Amazon SQS FIFO queue, trigger AWS Lambda for processing, and archive messages in Amazon S3 after 7 days.

  • Create an Amazon Kinesis Data Stream with enough shards, enable 7-day extended retention, and migrate producers to use the Kinesis Producer Library.

AWS Certified Data Engineer Associate DEA-C01
Data Store Management
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