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MLA-C01 · Question #194
MLA-C01 Question #194: Real Exam Question with Answer & Explanation
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Deployment and Orchestration of ML Workflows
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?
Options
- AConfigure auto scaling on the SageMaker AI endpoint.
- BCreate a new SageMaker AI endpoint. Deploy the model to the new endpoint.
- CUse SageMaker Neo to optimize the model for inference.
- DAttach an Auto Scaling group to the SageMaker AI endpoint.
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Topics
#SageMaker Endpoints#Auto Scaling#Model Deployment#Scalability