GCP Data Engineer gcpdeprocess — practice questions
12 free MCQs with worked solutions. Tap any question for the answer + explanation, or practice them all in the app.
Practice GCP Data Engineer gcpdeprocess in the app →Which GCP service is the canonical serverless messaging bus for ingesting streaming events at scale — at-leastWhich open-source streaming-processing SDK does Cloud Dataflow implement as its primary programming model — suWhich Apache Beam concept lets a Data Engineer group streaming events into bounded time intervals (fixed/slidiWhich Apache Beam concept handles events arriving AFTER their window closes — letting the Data Engineer specifWhich GCP service should a Data Engineer use to orchestrate Cloud Dataflow / BigQuery / Dataproc jobs as DAGs Which GCP service should a Data Engineer use for lightweight, serverless workflow orchestration WITHOUT runninWhich BigQuery feature lets a Data Engineer run ANALYTICAL QUERIES across data still living in Cloud Storage pWhich Pub/Sub delivery model should a Data Engineer use when subscribers should pull messages on their own schWhich GCP service lets a Data Engineer write streaming SQL queries directly against a Pub/Sub topic without wrWhich Dataflow feature should a Data Engineer enable to BACKFILL or REPROCESS late-arriving data from Pub/Sub Which Dataproc feature should a Data Engineer use to run a Spark job ONLY when work exists — paying nothing whWhich Dataflow feature lets a Data Engineer reuse a published pipeline as a parameterised, launchable artifact