- A
Interleave the Post table under the User table using UserID as the first part of the primary key
Interleaving provides data locality for user-post queries.
- B
Use a secondary index on the Post table for UserID queries
Why wrong: A secondary index is less efficient than interleaving for this pattern.
- C
Denormalize the like count into the User table to avoid joins
Why wrong: Denormalization leads to update anomalies and increased write amplification.
- D
Use a monotonically increasing integer as the post ID to simplify indexing
Why wrong: Monotonically increasing keys cause write hotspots.
- E
Use a UUID as the post ID to distribute writes evenly
UUIDs are random and spread write load across nodes.
Question 619 of 1,000
PCDOE Design and Plan Database Solutions Practice Question
This PCDOE practice question tests your understanding of design and plan database solutions. 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.
An organization is designing a Cloud Spanner schema for a social media application. The application frequently queries for all posts by a specific user, and also updates the number of likes on a post. To ensure high performance and avoid hotspots, which TWO schema design principles should the team apply? (Choose two.)
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
✓
Interleave the Post table under the User table using UserID as the first part of the primary key
Interleaving the Post table under the User table colocates posts with their user, making queries for a user's posts efficient by reducing distributed reads. Using a UUID for the post ID ensures writes are distributed across the cluster, avoiding hotspots from sequential keys like timestamps.
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.
- ✓
Interleave the Post table under the User table using UserID as the first part of the primary key
Why this is correct
Interleaving provides data locality for user-post queries.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Use a secondary index on the Post table for UserID queries
Why it's wrong here
A secondary index is less efficient than interleaving for this pattern.
- ✗
Denormalize the like count into the User table to avoid joins
Why it's wrong here
Denormalization leads to update anomalies and increased write amplification.
- ✗
Use a monotonically increasing integer as the post ID to simplify indexing
Why it's wrong here
Monotonically increasing keys cause write hotspots.
- ✓
Use a UUID as the post ID to distribute writes evenly
Why this is correct
UUIDs are random and spread write load across nodes.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
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.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- 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 startup's cloud architect reviews their monthly bill and notices costs are higher than expected for a long-running batch job. Switching from on-demand instances to Reserved Instances — or using Spot/Preemptible VMs — can reduce compute costs by up to 72 %. Questions like this test whether you understand the tradeoffs between commitment, flexibility, and cost across cloud pricing models.
What to study next
Got this wrong? Here's your next step.
Identify which PCDOE exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
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FAQ
Questions learners often ask
What does this PCDOE question test?
Design and Plan Database Solutions — This question tests Design and Plan Database Solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Interleave the Post table under the User table using UserID as the first part of the primary key — Interleaving the Post table under the User table colocates posts with their user, making queries for a user's posts efficient by reducing distributed reads. Using a UUID for the post ID ensures writes are distributed across the cluster, avoiding hotspots from sequential keys like timestamps.
What should I do if I get this PCDOE question wrong?
Identify which PCDOE exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
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Last reviewed: Jul 4, 2026
This PCDOE 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 PCDOE exam.
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