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 real-time endpoint must handle variable traffic. What should be done before relying on autoscaling in production?

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Use the training job duration to estimate production throughput Load test representative traffic, configure scaling metrics and limits, and verify latency under scale-out and scale-in Set a very high maximum instance count and assume the scaling policy will meet the latency target Reduce alarm sensitivity so scaling events create fewer operational notifications

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