AWS Certified Machine Learning Engineer - Associate MLA-C01 — Topic 1 Question 182

Question

A recommendation model uses ML and calls an Amazon SageMaker AI endpoint to get recommendations. An ML engineer must ensure that the model stays available during an expected increase in user traffic. Which solution will meet these requirements?

Accepted Answer

Correct answer: A. The correct answer is A. Option A: Configure auto scaling on the SageMaker AI endpoint. Auto Scaling adjusts capacity automatically to match demand, improving availability and cost efficiency. Amazon SageMaker builds, trains and deploys machine learning models in a fully managed service. AWS Config tracks resource configuration changes and evaluates compliance.

AWS Certified Machine Learning Engineer - Associate MLA-C01 — Question 182