Exam AWS Certified Data Engineer - Associate DEA-C01 topic 1 question 116 discussion

C. Amazon Kinesis Data Firehose: This service delivers real-time data to other AWS destinations, but it's not a direct replacement for Kafka and requires additional configuration for replicating data streams. D. Amazon Managed Streaming for Apache Kafka (Amazon MSK) Serverless: This is the best fit as it provides a fully managed Kafka experience with automatic scaling and eliminates the need to manage servers or infrastructure. This aligns perfectly with the replatform strategy and minimizes management overhead.

A. Amazon Kinesis Data Streams: This is a managed service for ingesting and processing real-time streaming data, but it requires separate configuration for message producers and consumers. Not ideal for minimal management overhead. B. Amazon Managed Streaming for Apache Kafka (Amazon MSK) provisioned cluster: While MSK offers a familiar Kafka experience, it requires managing the underlying infrastructure like cluster scaling and configuration. Increases management overhead.