A Machine Learning Specialist Wants to Determine the Appropriate SageMakerVariantInvocationsPerInstance

question 22

Multiple Choice

A Machine Learning Specialist wants to determine the appropriate SageMakerVariantInvocationsPerInstance setting for an endpoint automatic scaling 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?

• A) 10
• B) 30
• C) 600
• D) 2,400

---

Definitions:

Heart Failure

A medical condition where the heart is unable to pump sufficiently to maintain blood flow to meet the body's needs.

Generalized Anxiety Disorder

a chronic disorder characterized by excessive, long-lasting anxiety and worry about nonspecific life events, objects, and situations.

Persistent Anxiety

A continuous feeling of worry, nervousness, or unease about something with an uncertain outcome.

Nervous Feelings

Nervous feelings are emotional states characterized by anxiety, tension, and unease, typically in anticipation of something uncertain or potentially negative.