Crucial Exams

AWS Certified AI Practitioner AIF-C01 Practice Question

A team hosts a generative AI model on an Amazon SageMaker real-time endpoint that currently runs on one ml.g5.xlarge instance in a single Availability Zone. To improve availability without greatly increasing monthly spend, which action is the MOST cost-effective choice?

  • Replace the ml.g5.xlarge with a larger instance class in the same Availability Zone.

  • Enable SageMaker data capture and store invocations in Amazon S3.

  • Increase the endpoint's instance count to two of the same instance type.

  • Deploy an identical endpoint in a second AWS Region and use Amazon Route 53 latency-based routing.

AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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