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GCP Cloud Digital Leader Practice Question

A retail chain wants to see sales metrics update on executive dashboards within seconds after each in-store transaction. The team prefers a fully managed solution that handles streaming ingestion, processing, and visualization with minimal infrastructure administration. Which Google Cloud services together best satisfy this requirement?

  • Messages are inserted into Cloud SQL, replicated to Cloud Spanner, and queried by BigQuery Omni for visualization

  • Transactions stream into Cloud Bigtable, which feeds Cloud SQL for reports displayed in Sheets

  • Point-of-sale devices write CSV files to Cloud Storage, which Dataproc Spark jobs batch into BigQuery, then Data Studio visualizes the results

  • Pub/Sub to ingest events, Dataflow to process them into BigQuery, and Looker for live dashboards

GCP Cloud Digital Leader
Exploring Data Transformation with Google Cloud
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