GCP Data Engineer Pro Practice Questions - Google Cloud Professional Data Engineer Exam

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An e-commerce company needs to design a real-time recommendation system that processes user behavior events and updates recommendations within seconds. The system must handle millions of events per second with low latency. Which architecture is most appropriate?

Cloud Composer orchestrated batch jobs running hourly Cloud Pub/Sub streaming to Dataflow with Bigtable for state storage Cloud Storage triggers with Cloud Functions processing Dataproc Spark batch jobs running every 5 minutes

Correct Answer:

Cloud Pub/Sub streaming to Dataflow with Bigtable for state storage

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