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Microsoft

DP-100 · Question #535

You manage an Azure Machine Learning workspace. You also manage an Azure Blob Storage as a connected data asset. You are creating a photo sharing application in the workspace. Whenever a user…

The correct answer is A. Azure Functions B. Event Grid. Azure Event Grid (B) is an event-driven service that can detect blob storage events - such as a new image upload - and publish them in real time. Azure Functions (A) is a serverless compute service that can be triggered directly by Event Grid events to process the image, making…

Design and prepare a machine learning solution

Question

You manage an Azure Machine Learning workspace. You also manage an Azure Blob Storage as a connected data asset. You are creating a photo sharing application in the workspace. Whenever a user uploads a new image to Azure Blob Storage, a scalable processing pipeline must be triggered. The trigger must react in real time. The solution must be serverless. You need to implement the solution. Which two services should you use for the implementation? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Options

  • AAzure Functions
  • BEvent Grid
  • CAzure App Service
  • DEvent Hub

How the community answered

(51 responses)
  • A
    82% (42)
  • C
    12% (6)
  • D
    6% (3)

Explanation

Azure Event Grid (B) is an event-driven service that can detect blob storage events - such as a new image upload - and publish them in real time. Azure Functions (A) is a serverless compute service that can be triggered directly by Event Grid events to process the image, making the entire pipeline serverless. Azure App Service (C) is a managed web hosting platform, not serverless. Azure Event Hub (D) is designed for high-throughput data streaming ingestion (e.g., telemetry), not for reacting to individual blob storage events in real time.

Topics

#Serverless#Event-driven architecture#Azure Functions#Event Grid

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