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MLS-C01
Machine Learning Implementation and Operations
medium
Question 7 of 43

A startup deploys an ML model that receives unpredictable traffic — no requests for hours, then sudden bursts. They want to minimize cost by not paying for idle compute. Which SageMaker inference option is most cost-effective for this traffic pattern?

ASageMaker Real-time Endpoint with auto-scaling
BSageMaker Serverless Inference
CSageMaker Async Inference
DSageMaker Batch Transform

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