Question 15
Domain 2Which Google Cloud service is optimized for real-time analytics on streaming data?
Correct answer: A
Explanation
BigQuery is listed as a Google Cloud option for data preprocessing and serving, and the exam guide includes “BigQuery ML” under “Batch and online inference.” That makes BigQuery the service associated with real-time analytics on streaming data in this context.
Why each option is right or wrong
A. BigQuery
BigQuery is explicitly named in the exam guide under Google Cloud data preprocessing and under serving/inference, including “Batch and online inference” in Section 4.1, so it is the service associated with analytics over continuously arriving data in this context. The relevant guidance places BigQuery alongside Dataflow and Vertex AI for these workloads, and BigQuery ML is the SQL-based extension used for low-latency analysis without moving data out of the warehouse.
B. Data Fusion
C. Data flow
D. Pub/Sub