Designing and Implementing an Azure AI Solution (legacy) — Question 15

You are designing a Computer Vision AI application.
You need to recommend a deployment solution for the application. The solution must ensure that costs scale linearly without any upfront costs.
What should you recommend?

Answer options

• A. a containerized Computer Vision API on Azure Kubernetes Service (AKS) that has autoscaling configured
• B. the Computer Vision API as a single resource
• C. an Azure Container Service
• D. a containerized Computer Vision API on Azure Kubernetes Service (AKS) that has virtual nodes configured

Correct answer: A

Explanation

Option A is correct because deploying a containerized Computer Vision API on AKS with autoscaling allows for automatic resource adjustment based on demand, ensuring costs scale linearly without upfront investments. Option B does not provide the necessary scalability, while Option C lacks the specific deployment capabilities required for this application. Option D, although similar to A, does not focus on autoscaling, which is essential for linear cost scaling.