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 uses asynchronous inference and scales capacity to zero overnight. Morning requests wait several minutes before processing starts, but overnight cost is low. What tradeoff should be evaluated?

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Keep capacity at zero because low overnight cost proves the configuration is optimal Set a nonzero minimum capacity or scheduled warm capacity for expected morning load and compare added cost with turnaround targets Move all requests to a more expensive real-time endpoint before analyzing arrival patterns Ignore backlog age because asynchronous endpoints do not have latency expectations

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