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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #334

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #334: Real Exam Question with Answer & Explanation

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Submitted by noor.lb· Apr 18, 2026Monitoring, optimizing, and maintaining ML solutions

Question

You have created multiple versions of an ML model and have imported them to Vertex AI Model Registry. You want to perform A/B testing to identify the best performing model using the simplest approach. What should you do?

Options

  • ASplit incoming traffic to distribute prediction requests among the versions. Monitor the performance
  • BSplit incoming traffic among Google Kubernetes Engine (GKE) clusters, and use Traffic Director to
  • CSplit incoming traffic to distribute prediction requests among the versions. Monitor the performance
  • DSplit incoming traffic among separate Cloud Run instances of deployed models. Monitor the

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Topics

#A/B testing#Model Deployment#Vertex AI#Traffic Splitting
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