mediummultiple choiceObjective-mapped

A startup is building a social media analytics platform that processes streaming data. They need a data store for time-series events with high write throughput and fast timestamp-based range queries. Which Azure data store is most suitable for this workload?

Question 1mediummultiple choice
Full question →

A startup is building a social media analytics platform that processes streaming data. They need a data store for time-series events with high write throughput and fast timestamp-based range queries. Which Azure data store is most suitable for this workload?

Answer choices

Why each option matters

Good practice is not just finding the correct option. The wrong answers often show the exact trap the exam wants you to fall into.

A

Distractor review

Azure Cosmos DB with SQL API

Incorrect. While Cosmos DB can handle high throughput and time-series data, it is more expensive and often unnecessary for the stated requirement for a startup's cost-sensitive workload; simpler alternatives exist.

B

Distractor review

Azure SQL Database with columnstore index

Incorrect. Although SQL Database can manage time-series data with columnstore indexes, it is not optimized for extremely high write throughput and can be costly.

C

Best answer

Azure Table Storage

Correct. Azure Table Storage is designed for high-volume structured data and supports efficient point queries and range scans on PartitionKey and RowKey, making it ideal for time-series data at low cost.

D

Distractor review

Azure Data Lake Storage Gen2

Incorrect. Data Lake Storage Gen2 is optimized for big data analytics and batch processing, not for low-latency, high-throughput time-series writes and range queries.

Common exam trap

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.

Technical deep dive

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.

Related practice questions

Related AZ-305 practice-question pages

Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.

More questions from this exam

Keep practising from the same exam bank, or move into a focused topic page if this question exposed a weak area.

FAQ

Questions learners often ask

What does this AZ-305 question test?

Read the scenario before looking for a memorised answer.

What is the correct answer to this question?

The correct answer is: Azure Table Storage — Azure Table Storage is a NoSQL key-value store that can handle high write throughput and supports range scans on the RowKey (often timestamp) when combined with a suitable PartitionKey. It is cost-effective and efficient for time-series data with simple queries.

What should I do if I get this AZ-305 question wrong?

Then try more questions from the same exam bank and focus on understanding why the wrong options are tempting.

Discussion

Loading comments…

Sign in to join the discussion.