Question 74 of 846

Quick Answer

The answer is to increase the number of Streaming Units (SUs) allocated to the job. This is the correct choice because Streaming Units represent the compute resources—CPU and memory—assigned to your Azure Stream Analytics job; increasing them directly boosts the job’s throughput, allowing it to process incoming events from Event Hub faster and reduce the growing latency to Power BI. On the Microsoft Azure Data Engineer Associate DP-203 exam, this scenario tests your understanding of scaling Stream Analytics performance under load, and a common trap is to overcomplicate the fix by changing output sinks or event sizes when the simplest, most direct solution is to increase Streaming Units. Remember, when you need to increase streaming units for Stream Analytics performance, think of SUs as the engine’s horsepower—more horsepower means more events processed per second. A handy memory tip: “SU = Speed Up” when latency climbs.

DP-203 Practice Question: Secure, monitor, and optimize data storage and data processing

This DP-203 practice question tests your understanding of secure, monitor, and optimize data storage and data processing. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. 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 running an Azure Stream Analytics job that reads from an Event Hub and writes to a Power BI dataset. The job is falling behind and processing latency is increasing. What should you do to improve performance?

Question 1easymultiple choice
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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

Increase the number of Streaming Units (SUs) allocated to the job.

Option D is correct because increasing the Streaming Units (SUs) allocates more compute resources to the job, improving throughput. Option A (change output to blob) changes architecture. Option B (decrease event size) is not always possible. Option C (use reference data) does not affect throughput.

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.

  • Increase the number of Streaming Units (SUs) allocated to the job.

    Why this is correct

    More SUs increase processing capacity.

    Related concept

    Read the scenario before looking for a memorised answer.

  • Use a reference data input to filter events.

    Why it's wrong here

    Reference data doesn't improve throughput.

  • Change the output to Azure Blob Storage instead of Power BI.

    Why it's wrong here

    This changes the output but may not be acceptable.

  • Decrease the size of events sent to the Event Hub.

    Why it's wrong here

    Not under your control and may not help.

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.

Trap categories for this question

  • Command / output trap

    This changes the output but may not be acceptable.

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 media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.

What to study next

Got this wrong? Here's your next step.

Identify which DP-203 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.

Related practice questions

Related DP-203 practice-question pages

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

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FAQ

Questions learners often ask

What does this DP-203 question test?

Secure, monitor, and optimize data storage and data processing — This question tests Secure, monitor, and optimize data storage and data processing — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: Increase the number of Streaming Units (SUs) allocated to the job. — Option D is correct because increasing the Streaming Units (SUs) allocates more compute resources to the job, improving throughput. Option A (change output to blob) changes architecture. Option B (decrease event size) is not always possible. Option C (use reference data) does not affect throughput.

What should I do if I get this DP-203 question wrong?

Identify which DP-203 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.

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Last reviewed: Jun 21, 2026

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This DP-203 practice question is part of Courseiva's free Microsoft 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 DP-203 exam.