- A
Normalize all tables to reduce data redundancy.
Why wrong: Normalization can increase joins and cross-node operations.
- B
Store data in separate databases per region.
Why wrong: Separate databases increase operational complexity and do not address join efficiency.
- C
Use secondary indexes on all foreign key columns.
Why wrong: Secondary indexes help queries but do not reduce interleaved joins.
- D
Use composite primary keys to colocate related data.
Correct. Composite primary keys enable interleaving, colocating rows and minimizing joins.
PCDE Design and implement database schemas Practice Question
This PCDE practice question tests your understanding of design and implement database schemas. 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 startup is using Cloud Spanner for a global user base. They need to design a schema that minimizes interleaved table joins for common access patterns. Which schema design principle should they prioritize?
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 composite primary keys to colocate related data.
Interleaved tables in Spanner allow colocation of parent-child rows, reducing cross-node joins. Option A uses composite primary keys to colocate related data, which is the core principle of interleaving. Option B (normalization) increases joins. Option C (secondary indexes) helps but is not as fundamental. Option D (separate databases) increases complexity.
Key principle: NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Normalize all tables to reduce data redundancy.
Why it's wrong here
Normalization can increase joins and cross-node operations.
- ✗
Store data in separate databases per region.
Why it's wrong here
Separate databases increase operational complexity and do not address join efficiency.
- ✗
Use secondary indexes on all foreign key columns.
Why it's wrong here
Secondary indexes help queries but do not reduce interleaved joins.
- ✓
Use composite primary keys to colocate related data.
Why this is correct
Correct. Composite primary keys enable interleaving, colocating rows and minimizing joins.
Related concept
Static NAT maps one inside address to one outside address.
Common exam traps
Common exam trap: NAT rules depend on direction and matching traffic
NAT is not only about the public address. The inside/outside interface roles and the ACL or rule that matches traffic are just as important.
Detailed technical explanation
How to think about this question
NAT questions usually test address translation, overload/PAT behaviour, static mappings and whether the right traffic is being translated. Read the interface direction and address terms carefully.
KKey Concepts to Remember
- Static NAT maps one inside address to one outside address.
- PAT allows many inside hosts to share one public address using ports.
- Inside local and inside global describe the private and translated addresses.
- NAT ACLs identify traffic for translation, not always security filtering.
TExam Day Tips
- Identify inside and outside interfaces first.
- Check whether the scenario needs static NAT, dynamic NAT or PAT.
- Do not confuse NAT matching ACLs with normal packet-filtering intent.
Key takeaway
NAT direction and interface roles matter as much as the IP address mapping. Inside/outside designation controls which traffic is translated.
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.
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related PCDE NAT questions on configuration and troubleshooting.
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FAQ
Questions learners often ask
What does this PCDE question test?
Design and implement database schemas — This question tests Design and implement database schemas — Static NAT maps one inside address to one outside address..
What is the correct answer to this question?
The correct answer is: Use composite primary keys to colocate related data. — Interleaved tables in Spanner allow colocation of parent-child rows, reducing cross-node joins. Option A uses composite primary keys to colocate related data, which is the core principle of interleaving. Option B (normalization) increases joins. Option C (secondary indexes) helps but is not as fundamental. Option D (separate databases) increases complexity.
What should I do if I get this PCDE question wrong?
Review the four NAT address types (inside local, inside global, outside local, outside global), PAT port overload, and static vs dynamic NAT use cases. Then practise related PCDE NAT questions on configuration and troubleshooting.
What is the key concept behind this question?
Static NAT maps one inside address to one outside address.
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Last reviewed: Jun 24, 2026
This PCDE 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 PCDE exam.
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