DP-203 Practice Question: Secure, monitor, and optimize data storage and data processing
You are monitoring an Azure Data Factory pipeline that runs hourly. You notice that the pipeline occasionally fails due to transient errors. Which monitoring solution should you use to get alerts on failures and analyze trends over time?
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
✓
Azure Monitor with Log Analytics workspace
Azure Monitor with alerts and Log Analytics provides historical analysis and alerting. Option A (Data Factory Monitor) is for real-time monitoring but lacks long-term trend analysis. Option C (Azure Dashboard) is a visualization tool. Option D (Event Grid) is for event-driven notifications, not analysis.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Azure Event Grid subscription for pipeline failures
Why it's wrong here
Event Grid triggers actions but does not analyze trends.
- ✓
Azure Monitor with Log Analytics workspace
Why this is correct
Provides alerting and long-term trend analysis via KQL queries.
- ✗
Azure Dashboard pinned with pipeline metrics
Why it's wrong here
Dashboards visualize data but do not alert.
- ✗
Azure Data Factory Monitor in the Azure portal
Why it's wrong here
It shows real-time status but limited historical analysis.
Go deeper
Related to this question
Learn chapter
Introduction to Azure Data Engineering
Key term
Data Transformation Pipelines
Data transformation pipelines are automated sequences of steps that take raw data from a source, clean and reshape it into a usable format, and then load it into a destination for analysis or storage.
Key term
Azure Data Factory
Azure Data Factory is a cloud-based data integration service that lets you create, schedule, and orchestrate data pipelines to move and transform data from various sources to destinations.
About these practice questions
This DP-203 question is part of Courseiva's 760-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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.