Flashcards / MLA D3: Deployment & Orchestration
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MLA D3: Deployment & Orchestration

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CONCEPT
Match the 4 SageMaker inference options to traffic shape.

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ANSWER
Real-time: steady low-latency. Serverless: intermittent/spiky (scales to zero). Asynchronous: large payloads / long processing. Batch Transform: offline whole-dataset scoring.

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