Traffic

Traffic as a service metric gives you basic insights into the operational health of your model's service in production.

What is being tracked?

• Traffic — The volume of traffic received by the model over time.

Why is it being tracked?

• Traffic is a basic high-level metric that informs us of the overall model's usage.

What steps should I take when I see an outlier?

• A dip or spike in traffic needs to be investigated. For example, a dip could be due to a production model server going down; a spike could be an adversarial attack.

Reference

• See our article on The Rise of MLOps Monitoring

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