Page Reader AI | Exam Professional Machine Learning Engineer topic 1 question 288 discussion

Exam Professional Machine Learning Engineer topic 1 question 288 discussion - ExamTopics

This question discusses configuring a Vertex AI model endpoint for an AutoML tabular classification model to minimize latency and cost while handling fluctuating website traffic.

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You have developed an AutoML tabular classification model that identifies high-value customers who interact with your organization's website. You plan to deploy the model to a new Vertex AI endpoint that will integrate with your website application. You expect higher traffic to the website during nights and weekends. You need to configure the model endpoint's deployment settings to minimize latency and cost. What should you do?

A. Configure the model deployment settings to use an n1-standard-32 machine type.
B. Configure the model deployment settings to use an n1-standard-4 machine type. Set the minReplicaCount value to 1 and the maxReplicaCount value to 8.
C. Configure the model deployment settings to use an n1-standard-4 machine type and a GPU accelerator. Set the minReplicaCount value to 1 and the maxReplicaCount value to 4.
D. Configure the model deployment settings to use an n1-standard-8 machine type and a GPU accelerator.

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