Designing and Implementing a Microsoft Azure AI Solution — Question 24

You have an app named App1 that uses an Azure Cognitive Services model to identify anomalies in a time series data stream.

You need to run App1 in a location that has limited connectivity. The solution must minimize costs.

What should you use to host the model?

Answer options

• A. Azure Kubernetes Service (AKS)
• B. Azure Container Instances
• C. a Kubernetes cluster hosted in an Azure Stack Hub integrated system
• D. the Docker Engine

Correct answer: D

Explanation

The Docker Engine is the most suitable option because it allows for lightweight and cost-effective deployment of containers, which is ideal for environments with limited connectivity. Azure Kubernetes Service (AKS) and Azure Container Instances would require more resources and connectivity management, while a Kubernetes cluster in Azure Stack Hub may not be cost-effective in this scenario.