In a federated governance model, what is typically the responsibility of the central governance team?

Storing all data in a single central repository

Defining organization-wide standards and compliance requirements

Managing all data assets and access for every domain

Making all data access decisions for every domain

A company has a federated data platform where each department manages its own BigQuery datasets. The central data team must ensure that all datasets have a `pii` tag applied, but each department must be able to grant access to their own data. The central team also needs to revoke access to all `pii` data globally in case of a breach. What is the most efficient way to achieve this?

Apply the `pii` tag in each department's project and ask them to enforce access control.

Use Dataplex to apply the `pii` tag centrally and use IAM conditions to restrict access to tagged data.

Use BigQuery column-level security with policy tags for `pii` data.

Create a central group and grant it access to all datasets, then remove the group in a breach.

Google CloudProfessional Data Engineer

Domain 3Objective 4

3.4 Designing for a Data Platform PROFESSIONAL-DATA-ENGINEER Practice Questions (Page 5)

Part of the Storing the data domain, which accounts for ~20% of the PROFESSIONAL-DATA-ENGINEER exam. Google Cloud does not publish an official question count, but from its 120-minute exam (~50–80 total, ~10–16 in this domain), expect 3–4 from this objective — we provide 23 practice questions to prepare you well beyond it. (estimate)

23questions here

5free pages

6concepts

~20%of the exam

Questions 21–23

21foundation · easy
In a federated governance model, what is typically the responsibility of the central governance team?
Select an answer first
22expert · hard
A company has a federated data platform where each department manages its own BigQuery datasets. The central data team must ensure that all datasets have a `pii` tag applied, but each department must be able to grant access to their own data. The central team also needs to revoke access to all `pii` data globally in case of a breach. What is the most efficient way to achieve this?
Select an answer first
23foundation · easy
Which tool can be used to define and enforce data policies, such as column-level security and data masking, across multiple data assets in a distributed data platform?
Select an answer first

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3.4 Designing for a Data Platform PROFESSIONAL-DATA-ENGINEER Practice Questions (Page 5)

Questions 21–23

In a federated governance model, what is typically the responsibility of the central governance team?

Which tool can be used to define and enforce data policies, such as column-level security and data masking, across multiple data assets in a distributed data platform?

Keep studying — Storing the data