Multiple Choice Flashcards on 02 AWS Certified Machine Learning Engineer - As...

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

A company runs feature extraction on EC2 and CPU is mostly idle while EBS queue length and read latency are high. What should it do first?

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Analyze EBS metrics, volume type, provisioned IOPS and throughput, instance EBS bandwidth, file access pattern, and parallelism. Increase model endpoint instances because endpoint autoscaling reduces preprocessing disk latency. Disable EBS encryption because encrypted volumes cannot support high-throughput ML workloads. Move the training labels into Secrets Manager because secrets are read faster than block devices.

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