How would you architect a data processing pipeline that automatically scales with increasing load, ensures at-least-once message processing, and preserves message order within 1-hour intervals?

Real Exam

Leverage Cloud Pub/Sub for message ingestion and Cloud Dataflow for streaming analysis.

66.7%

Employ Apache Kafka for message ingestion and Cloud Dataproc for streaming analysis.

11.1%

Utilize Apache Kafka for message ingestion and Cloud Dataflow for streaming analysis.

11.1%

Adopt Cloud Pub/Sub for message ingestion and Cloud Dataproc for streaming analysis.

11.1%

Google Professional Data Engineer