AWS Certified AI Practitioner AIF-C01 Practice Question

A team wants the lowest-cost approach that still protects an Amazon SageMaker real-time inference endpoint from a single Availability Zone failure. Which deployment option best meets this goal?

  • Deploy identical endpoints in two AWS Regions and use Amazon Route 53 failover routing.

  • Create the endpoint with two instances so SageMaker distributes them across different Availability Zones in the same Region.

  • Run the model as AWS Lambda functions with provisioned concurrency enabled in every Region.

  • Build a multi-model endpoint and place dedicated instances for each model in separate Regions.

AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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