GCP-PDE
Ingesting and processing the data
medium
Question 1 of 53

Pub/Sub uses per-message parallelism instead of partition-based messaging. What is a primary benefit of that design?

AIt forces all messages to be processed in strict topic order
BIt limits concurrency to the number of partitions
CIt maximizes subscriber parallelism and preserves publisher and subscriber independence
DIt requires every subscriber to poll a bucket for messages

More Ingesting and processing the data Questions

53 questions

Full Google Cloud Professional Data Engineer Practice Test

All topics covered

All Google Cloud Professional Data Engineer Questions

Browse by topic

Related Questions

Which service is the fully managed workflow orchestration offering based on Apache Airflow, where wo...

easy

In Dataform, what is the primary purpose of the ref function?...

easy

In Pub/Sub, dead-letter topics are configured on which resource?...

easy

A team wants a visual pipeline service that can build both batch and real-time data pipelines withou...

medium

What does Dataform's hermetic compilation model guarantee?...

medium
View all Ingesting and processing the data questions

Educational Content — CertQnA practice questions are written against official exam objectives, covering the same domains tested on the real exam. All content is original and independent — not actual exam questions, not affiliated with any certification vendor. Learn more about our content policy

Discussion

Be the first to share your understanding of this concept

⚠️ Discussion is for concept clarification only. Do not share or request actual exam questions or answers.

Sign in to join the discussion

Sign InCreate free account