MLA-C01 Domain 3: Deployment and Orchestration of ML Workflows

Which service should you use to run asynchronous inference for large payloads?

Multiple choice — select one answer

Answer choices

  1. a. SageMaker multi-model endpoints
  2. b. SageMaker production variants with traffic weights
  3. c. SageMaker Asynchronous Inference
  4. d. Sync endpoint for 1 GB payloads

Architectural breakdown & explanation

Async inference queues requests and returns results later.

Correct answer(s): c. SageMaker Asynchronous Inference

Exam domain: Domain 3: Deployment and Orchestration of ML Workflows (24% weight on the official guide).

Official documentation & study links

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