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MLS-C01 · Question #42

MLS-C01 Question #42: Real Exam Question with Answer & Explanation

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Machine Learning Implementation and Operations

Question

A Machine Learning Specialist is building a model that will perform time series forecasting using Amazon SageMaker. The Specialist has finished training the model and is now planning to perform load testing on the endpoint so they can configure Auto Scaling for the model variant. Which approach will allow the Specialist to review the latency, memory utilization, and CPU utilization during the load test?

Options

  • AReview SageMaker logs that have been written to Amazon S3 by leveraging Amazon Athena and
  • BGenerate an Amazon CloudWatch dashboard to create a single view for the latency, memory
  • CBuild custom Amazon CloudWatch Logs and then leverage Amazon ES and Kibana to query and
  • DSend Amazon CloudWatch Logs that were generated by Amazon SageMaker to Amazon ES and

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Topics

#SageMaker Monitoring#CloudWatch Dashboards#Endpoint Performance#Load Testing
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