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

During peak traffic, the platform team must A/B test model variants in production. What should they do FIRST? A/B test model variants in production.

Multiple choice — select one answer

Answer choices

  1. a. SageMaker Asynchronous Inference
  2. b. SageMaker real-time endpoints
  3. c. SageMaker multi-model endpoints
  4. d. SageMaker production variants with traffic weights

Architectural breakdown & explanation

Traffic splitting compares model performance safely.

Correct answer(s): d. SageMaker production variants with traffic weights

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

Official documentation & study links

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