Microsoft Fabric Data Engineer Associate DP-700 Practice Question
You are designing a streaming ingestion solution in Microsoft Fabric Real-Time Intelligence. IoT devices send 5,000 events per second through Azure Event Hubs. Analysts must run KQL queries with sub-second latency over the most recent 30 days of data. The events will not be stored in any other system. Which storage option should you configure as the Eventstream destination to meet these requirements?
Mirrored tables that replicate data from Azure Cosmos DB
Mirrored tables that replicate data from Azure SQL Database
Native tables (native storage) in Real-Time Intelligence
A shortcut that references Delta Lake files in an existing Fabric Lakehouse
Native tables use Fabric's internal OneLake storage, are optimized for high-throughput streaming ingestion, and allow very low-latency KQL queries. Because the events are not already held in another operational store, mirroring would add unnecessary replication overhead. Shortcuts simply reference existing files and therefore cannot ingest high-volume streaming data that does not yet exist elsewhere. Selecting native storage therefore delivers the required ingestion performance and interactive analytics while supporting a short, 30-day retention period.
Ask Bash
Bash is our AI bot, trained to help you pass your exam. AI Generated Content may display inaccurate information, always double-check anything important.
What is Azure Event Hubs and its role in streaming ingestion?
Open an interactive chat with Bash
What are native tables in Microsoft Fabric Real-Time Intelligence?
Open an interactive chat with Bash
Why are mirrored tables or shortcuts not suitable for IoT streaming ingestion?
Open an interactive chat with Bash
Microsoft Fabric Data Engineer Associate DP-700
Ingest and transform data
Your Score:
Report Issue
Bash, the Crucial Exams Chat Bot
AI Bot
Loading...
Loading...
Loading...
Pass with Confidence.
IT & Cybersecurity Package
You have hit the limits of our free tier, become a Premium Member today for unlimited access.
Military, Healthcare worker, Gov. employee or Teacher? See if you qualify for a Community Discount.
Monthly
$19.99
$19.99/mo
Billed monthly, Cancel any time.
3 Month Pass
$44.99
$14.99/mo
One time purchase of $44.99, Does not auto-renew.
MOST POPULAR
Annual Pass
$119.99
$9.99/mo
One time purchase of $119.99, Does not auto-renew.
BEST DEAL
Lifetime Pass
$189.99
One time purchase, Good for life.
What You Get
All IT & Cybersecurity Package plans include the following perks and exams .