PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #249
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #249: Real Exam Question with Answer & Explanation
Sign in or unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to reveal the answer and full explanation for question #249. The question stem and answer options stay visible for context.
Question
You have deployed a scikit-team model to a Vertex AI endpoint using a custom model server. You enabled autoscaling: however, the deployed model fails to scale beyond one replica, which led to dropped requests. You notice that CPU utilization remains low even during periods of high load. What should you do?
Options
- AAttach a GPU to the prediction nodes
- BIncrease the number of workers in your model server
- CSchedule scaling of the nodes to match expected demand
- DIncrease the minReplicaCount in your DeployedModel configuration
Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to see the answer
You've previewed enough free PROFESSIONAL-MACHINE-LEARNING-ENGINEER questions. Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER for full answers, explanations, the timed quiz mode, progress tracking, and the master PDF. Question stem and options stay visible so you can still see what's on the exam.