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GCP Associate Cloud Engineer Practice Question

An on-premises order-processing application uses open-source Apache Kafka to publish and consume millions of messages per second. During migration to Google Cloud, the team wants to keep the Kafka client API unchanged, while off-loading cluster provisioning, patching, scaling, and fault-tolerance to Google. They also need built-in integration to Cloud Storage for long-term topic retention and Cloud Monitoring for metrics, all with minimal operational overhead and cost. Which Google Cloud service meets these needs?

  • Self-managed Apache Kafka cluster on Google Kubernetes Engine (GKE)

  • Self-managed Apache Kafka on Compute Engine with instance groups and autoscaling

  • Cloud Pub/Sub with Dataflow for Kafka compatibility

  • Google Cloud Managed Service for Apache Kafka

GCP Associate Cloud Engineer
Planning and implementing a cloud solution
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