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MLS-C01 · Question #85

MLS-C01 Question #85: Real Exam Question with Answer & Explanation

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Machine Learning Implementation and Operations

Question

A Machine Learning Specialist wants to determine the appropriate setting for an endpoint automatic scaling SageMakerVariantInvocationsPerInstance configuration. The Specialist has performed a load test on a single instance and determined that peak requests per second (RPS) without service degradation is about 20 RPS. As this is the first deployment, the Specialist intends to set the invocation safety factor to 0.5. Based on the stated parameters and given that the invocations per instance setting is measured on a per-minute basis, what should the Specialist set as the setting? SageMakerVariantInvocationsPerInstance

Options

  • A10
  • B30
  • C600
  • D2,400

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Topics

#SageMaker Endpoint Scaling#Automatic Scaling#Invocation Metrics#Safety Factor
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