How should I use these Event Driven Integration practice questions?

Read each scenario carefully and choose your answer before revealing the explanation. Then check why your choice was right or wrong. Repeat until the reasoning feels automatic.

Can I practise just Event Driven Integration questions in a focused session?

Yes — use the session launcher on this page to start a 10-, 20-, 30- or 50-question session drawn entirely from the Event Driven Integration domain.

AI-200 · topic practice

Event Driven Integration practice questions

This domain covers designing event-driven solutions on Azure, focusing on choosing and configuring Event Grid, Event Hubs, and Service Bus for AI workloads. Questions test service selection for discrete notifications versus streaming versus reliable messaging, plus subscription-level security and delivery configuration and pub/sub decoupling of publishers and consumers.

Courseiva uses original exam-style practice questions designed for learning and revision. The goal is to understand the concepts, recognise exam patterns, and improve through explanations — not memorise copied exam dumps.

Editorial oversight:Johnson Ajibi· MSc IT Security, IEEE Senior Member

20 questionsDomain: Event Driven Integration

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What the exam tests

What to know about Event Driven Integration

Be able to match each scenario to Event Grid, Event Hubs, or Service Bus, and configure an Event Grid event subscription correctly. The most important thing is distinguishing discrete reactive notifications from streaming telemetry and reliable queued messaging.

Selecting Event Grid, Event Hubs, or Service Bus for discrete events, telemetry streams, and command messaging

Configuring Event Grid event subscriptions with filters, dead-lettering, retry policy, and delivery security

Using Service Bus topics and subscriptions for pub/sub decoupling of publishers and consumers

Publishing reactive notifications when Azure resources are created or modified via Event Grid system topics

Watch out for

Common Event Driven Integration exam traps

▸Treating Event Hubs as a general pub/sub broker for discrete notifications instead of high-throughput telemetry streaming
▸Assuming Service Bus and Event Grid are interchangeable; Event Grid pushes reactive events, Service Bus queues hold messages
▸Forgetting that Event Grid subscriptions support filtering, retry, and dead-lettering, not just an endpoint URL

Practice set

Event Driven Integration questions

20 questions · select your answer, then reveal the explanation

Question 1hardmultiple choice

Read the full network assurance explanation →

You are integrating an Azure Event Hubs namespace with Azure Machine Learning for real-time model training. You need to archive raw telemetry data into Azure Data Lake Storage Gen2 in Apache Parquet format without writing custom code. Which feature should you enable?

Trap 1: Event Grid system topic with a Storage Blob export endpoint

Event Grid is designed for discrete event notification, not high-throughput raw telemetry stream archiving.

Trap 2: Azure Stream Analytics job with a Blob output sink

Stream Analytics requires infrastructure management and query writing; Event Hubs Capture is a native, code-free service feature.

Trap 3: Service Bus Geo-Disaster Recovery replication

Geo-DR is for metadata and message replication during outages, not data lake archiving.

Study all Event Driven Integration common traps →

A
Event Grid system topic with a Storage Blob export endpoint
Why it fails: Event Grid is designed for discrete event notification, not high-throughput raw telemetry stream archiving.
B
Azure Stream Analytics job with a Blob output sink
Why it fails: Stream Analytics requires infrastructure management and query writing; Event Hubs Capture is a native, code-free service feature.
C
Service Bus Geo-Disaster Recovery replication
Why it fails: Geo-DR is for metadata and message replication during outages, not data lake archiving.
D
Event Hubs Capture
Event Hubs Capture automatically writes streaming data to Azure Data Lake Storage Gen2 in Apache Parquet format at a configured window, requiring no custom code. This satisfies the archival requirement without authoring a consumer application.

Event Driven Integration practice questions

What to know about Event Driven Integration

Common Event Driven Integration exam traps

Event Driven Integration questions

You are integrating an Azure Event Hubs namespace with Azure Machine Learning for real-time model training. You need to archive raw telemetry data into Azure Data Lake Storage Gen2 in Apache Parquet format without writing custom code. Which feature should you enable?

You are designing an AI application that needs to route real-time telemetry events from thousands of IoT devices to multiple downstream serverless functions simultaneously. Which Azure service should you use as the event broker?

You are designing a message-based architecture in Azure Service Bus where certain high-priority messages must bypass standard messages in the queue and be processed immediately. What feature should you implement?

Your team needs to monitor when virtual machines are created or deleted across an entire Azure subscription so that an automated audit logger is triggered. Which Azure service should you use to capture these management plane operations?

You are configuring disaster recovery for an Azure Event Hubs namespace. You have established a geo-recovery pairing between a primary and secondary namespace. A failover has been executed. How should you re-establish replication back to the original primary namespace once it recovers?

You are configuring an Azure Service Bus queue. Business requirements state that messages must automatically expire if they are not consumed within 30 minutes. Which property should you set on the queue definition?

Your application publishes custom events to Azure Event Grid using the CloudEvents 1.0 schema format. Which required attribute must be present in every CloudEvents JSON payload to ensure valid delivery?

You are writing a C# .NET console application that sends batch messages to an Azure Service Bus queue. To maximize performance and avoid exceeding payload size limits, how should you construct and send the batch?

Your application publishes messages to an Azure Service Bus topic. You want to ensure that messages published to the topic are automatically archived into an Azure Storage container for long-term auditing. Which native feature should you configure?

Your organization uses Azure Service Bus Queues. A downstream processing service is undergoing maintenance and will be offline for 4 hours. You want to temporarily pause message processing without losing messages or triggering dead-letter timeouts. What is the recommended approach?

Your application publishes custom events to an Azure Event Grid topic. You want to ensure that the webhook endpoint receiving these events can verify that the request genuinely originated from Event Grid. Which validation mechanism should your webhook implement?

You are writing a Python application that sends telemetry data to an Azure Event Hub. To ensure high performance and non-blocking batch sends, which method from the `azure-eventhub` SDK should you use?

You are designing an enterprise messaging architecture using Azure Service Bus. Which THREE features are available exclusively in the Premium tier and not in the Standard tier? (Choose three)

Your application publishes messages to an Azure Service Bus queue. Which TWO methods can a C# .NET worker use to settle a message after successful processing? (Choose two)

You are designing a secure enterprise event-driven architecture. Events published to an Azure Event Grid Domain must be partitioned based on a tenant ID. How should publishers send events to the Event Grid Domain to ensure proper routing to domain topics?

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Exam traps to avoid