Correct Answer: Streaming Processing
Streaming processing (or real-time processing) analyzes continuous streams of data as it arrives in real-time. This is critical for scenarios like IoT sensor monitoring where immed...
Correct Answer
Streaming Processing
Why This Answer Is Correct
Streaming processing (or real-time processing) analyzes continuous streams of data as it arrives in real-time. This is critical for scenarios like IoT sensor monitoring where immediate reaction (like an alert) is required.
This question evaluates your knowledge of Data Workloads — a core concept tested in Microsoft Certified: Azure Data Fundamentals (DP-900). Understanding Data Workloads is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.
A retail application processes hundreds of thousands of small, rapid customer transactions (purchases, updates) every minute. What type of workload does this describe?
You need to run complex queries that aggregate sales data across the last five years to find yearly trends. This operation is highly resource-intensive and reads millions of rows. Which type of workload is this?
Which data processing method involves collecting a large volume of data over a period of time and then processing all the data simultaneously in one large job?