PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #229
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #229: Real Exam Question with Answer & Explanation
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Question
You have built a custom model that performs several memory-intensive preprocessing tasks before it makes a prediction. You deployed the model to a Vertex AI endpoint, and validated that results were received in a reasonable amount of time. After routing user traffic to the endpoint, you discover that the endpoint does not autoscale as expected when receiving multiple requests. What should you do?
Options
- AUse a machine type with more memory
- BDecrease the number of workers per machine
- CIncrease the CPU utilization target in the autoscaling configurations.
- DDecrease the CPU utilization target in the autoscaling configurations
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