- A
Implement rate limiting in the backend code and enforce it via Cloud Endpoints.
Why wrong: Cloud Endpoints does not provide mechanisms to enforce rate limiting based on user identity.
- B
Use Apigee API Management as a proxy to enforce rate limiting per developer app.
Apigee can rate limit based on API keys or tokens associated with users.
- C
Configure Cloud Armor with a rule to block requests from users exceeding a threshold.
Why wrong: Cloud Armor works at the IP level, not per user ID.
- D
Use Cloud CDN with a cache key based on the user ID.
Why wrong: Cloud CDN caches content, it does not rate limit requests.
PCD Building and testing applications Practice Question
This PCD practice question tests your understanding of building and testing applications. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A team is building a mobile backend on Google Cloud using Cloud Endpoints with Firebase Authentication. They want to protect their API from abuse by implementing rate limiting per user. What approach should they take?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Use Apigee API Management as a proxy to enforce rate limiting per developer app.
Apigee API Management is the correct choice because it provides built-in rate limiting policies that can be enforced per developer app, which maps directly to per-user rate limiting when Firebase Authentication is used. Cloud Endpoints does not natively support per-user rate limiting; it relies on the backend to implement such logic, which is not a managed solution. Apigee acts as a proxy that can inspect the Firebase-issued JWT token to identify the user and apply rate limits accordingly, offloading this concern from the backend code.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Implement rate limiting in the backend code and enforce it via Cloud Endpoints.
Why it's wrong here
Cloud Endpoints does not provide mechanisms to enforce rate limiting based on user identity.
- ✓
Use Apigee API Management as a proxy to enforce rate limiting per developer app.
Why this is correct
Apigee can rate limit based on API keys or tokens associated with users.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Configure Cloud Armor with a rule to block requests from users exceeding a threshold.
Why it's wrong here
Cloud Armor works at the IP level, not per user ID.
- ✗
Use Cloud CDN with a cache key based on the user ID.
Why it's wrong here
Cloud CDN caches content, it does not rate limit requests.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Google Cloud often tests the misconception that Cloud Endpoints can handle rate limiting natively, but in reality, it only provides authentication and logging, while Apigee is the dedicated API management solution for rate limiting and monetization.
Detailed technical explanation
How to think about this question
Apigee's 'Quota' policy uses a distributed counter backed by a key-value store (Cassandra) to track request counts per developer app, with configurable time windows (e.g., 100 requests per minute). When integrated with Firebase Authentication, Apigee extracts the user ID from the JWT token's 'sub' claim and uses it as the quota identifier, ensuring per-user limits. In a real-world scenario, this allows an e-commerce app to allow free-tier users 10 API calls per hour while premium users get 1000, without modifying backend code.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
TExam Day Tips
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A company's IT admin needs to give a contractor read-only access to production logs without sharing account credentials. Using role-based access control (RBAC) and temporary scoped permissions — not a permanent shared password — is the correct pattern. Questions like this test whether you can apply least-privilege access across cloud identity services.
What to study next
Got this wrong? Here's your next step.
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FAQ
Questions learners often ask
What does this PCD question test?
Building and testing applications — This question tests Building and testing applications — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Use Apigee API Management as a proxy to enforce rate limiting per developer app. — Apigee API Management is the correct choice because it provides built-in rate limiting policies that can be enforced per developer app, which maps directly to per-user rate limiting when Firebase Authentication is used. Cloud Endpoints does not natively support per-user rate limiting; it relies on the backend to implement such logic, which is not a managed solution. Apigee acts as a proxy that can inspect the Firebase-issued JWT token to identify the user and apply rate limits accordingly, offloading this concern from the backend code.
What should I do if I get this PCD question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 30, 2026
This PCD practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the PCD exam.
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