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 model runs on a GPU endpoint, but GPU utilization is low, CPU utilization is high, and latency is dominated by preprocessing. What should be evaluated?

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Preprocessing optimization and benchmarked CPU, GPU, or specialized inference alternatives for end-to-end latency and cost A larger GPU as the first response because any GPU endpoint latency issue needs more accelerator memory CloudTrail log file validation because digest files affect GPU scheduling Model registry approval workflow changes because approval status controls preprocessing speed

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