- A
Change the primary key to a random UUID.
UUIDs are uniformly distributed, preventing hot spots.
- B
Add a secondary index on the auto-incrementing column.
Why wrong: A secondary index may itself become a hot spot; it doesn't help writes to the base table.
- C
Increase the number of splits by raising the number of nodes.
Why wrong: More nodes can increase throughput but do not eliminate hot spots from a monotonically increasing key.
- D
Use interleaved tables to store related data together.
Why wrong: Interleaving helps join performance, not write distribution.
Question 227 of 1,000
PCDE Optimising Service Performance Practice Question
This PCDE practice question tests your understanding of optimising service performance. 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.
Your Cloud Spanner instance is experiencing high write latency and hot spots on a table that uses an auto-incrementing integer as the primary key. Which change would best mitigate the hot spots?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue:
"primary"Why it matters: Asks for the main purpose or function, not a secondary benefit. Eliminate answers that describe side-effects or partial functions.
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
✓
Change the primary key to a random UUID.
Monotonically increasing keys (like auto-incrementing integers) cause all writes to go to the same tablet (hot spot) in Cloud Spanner. Using a key with uniform distribution, such as a random UUID or a hash prefix, spreads writes across splits. Bit-reverse index is an alternative for sequential keys, but a random key is simpler. Interleaved tables and secondary indexes do not address the root cause.
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.
- ✓
Change the primary key to a random UUID.
Why this is correct
UUIDs are uniformly distributed, preventing hot spots.
Clue confirmation
The clue word "primary" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Add a secondary index on the auto-incrementing column.
Why it's wrong here
A secondary index may itself become a hot spot; it doesn't help writes to the base table.
- ✗
Increase the number of splits by raising the number of nodes.
Why it's wrong here
More nodes can increase throughput but do not eliminate hot spots from a monotonically increasing key.
- ✗
Use interleaved tables to store related data together.
Why it's wrong here
Interleaving helps join performance, not write distribution.
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 PCDE 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.
- →
Optimising Service Performance — study guide chapter
Learn the concepts, then practise the questions
- →
Optimising Service Performance practice questions
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FAQ
Questions learners often ask
What does this PCDE question test?
Optimising Service Performance — This question tests Optimising Service Performance — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Change the primary key to a random UUID. — Monotonically increasing keys (like auto-incrementing integers) cause all writes to go to the same tablet (hot spot) in Cloud Spanner. Using a key with uniform distribution, such as a random UUID or a hash prefix, spreads writes across splits. Bit-reverse index is an alternative for sequential keys, but a random key is simpler. Interleaved tables and secondary indexes do not address the root cause.
What should I do if I get this PCDE question wrong?
Identify which PCDE 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.
Are there clue words in this question I should notice?
Yes — watch for: "primary". Asks for the main purpose or function, not a secondary benefit. Eliminate answers that describe side-effects or partial functions.
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 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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