Question 784 of 980

PCD Practice Question: Design Scalable and Highly Available Cloud Database Solutions

This PCD practice question tests your understanding of design scalable and highly available cloud 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.

You are using Cloud Spanner and need to read data that is consistent as of a specific point in time, but you can tolerate staleness up to 10 seconds. Which read type should you use to achieve the best performance?

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

Stale read with a staleness bound of 10 seconds

Option D is correct because a stale read with a staleness bound of 10 seconds allows Cloud Spanner to serve the read from any replica that has data within that staleness window, avoiding the latency of a strong read that must contact the leader. This provides the best performance while still guaranteeing consistency as of a point in time up to 10 seconds ago, meeting the requirement of tolerating staleness up to 10 seconds.

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.

  • Partitioned read

    Why it's wrong here

    Partitioned read is for large data export, not for low-latency point reads.

  • Read with a timestamp bound exactly 10 seconds in the past

    Why it's wrong here

    This is a timestamp-bound stale read, but the question asks for tolerance up to 10 seconds, not exactly 10 seconds; bounded staleness is more flexible and performant.

  • Strong read

    Why it's wrong here

    Strong reads guarantee consistency but are slower as they must contact the leader.

  • Stale read with a staleness bound of 10 seconds

    Why this is correct

    Correct: allows reading from any replica, improving performance while guaranteeing data is at most 10 seconds old.

    Related concept

    Read the scenario before looking for a memorised answer.

Common exam traps

Common exam trap: answer the scenario, not the keyword

Cisco often tests the distinction between an exact timestamp bound and a staleness bound, where candidates mistakenly choose the exact timestamp bound thinking it provides more precise control, but the staleness bound actually offers better performance by allowing Cloud Spanner to select the most convenient replica within the allowed window.

Detailed technical explanation

How to think about this question

Under the hood, Cloud Spanner uses TrueTime to assign timestamps to transactions, and a stale read with a staleness bound leverages the fact that any replica whose data is within the bound can serve the read without contacting the leader. This reduces read latency and distributes load across replicas, which is critical for globally distributed applications where strong reads would otherwise incur cross-region round trips. In a real-world scenario, a reporting dashboard that can tolerate 10-second-old data would benefit from this approach to avoid impacting write-heavy transactional workloads.

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 cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.

What to study next

Got this wrong? Here's your next step.

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

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FAQ

Questions learners often ask

What does this PCD question test?

Design Scalable and Highly Available Cloud Database Solutions — This question tests Design Scalable and Highly Available Cloud Database Solutions — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: Stale read with a staleness bound of 10 seconds — Option D is correct because a stale read with a staleness bound of 10 seconds allows Cloud Spanner to serve the read from any replica that has data within that staleness window, avoiding the latency of a strong read that must contact the leader. This provides the best performance while still guaranteeing consistency as of a point in time up to 10 seconds ago, meeting the requirement of tolerating staleness up to 10 seconds.

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: Jul 4, 2026

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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.