Traffic as a service metric gives you basic insights into the operational health of your model's service in production.
- Traffic — The volume of traffic received by the model over time.
- Traffic is a basic high-level metric that informs us of the overall model's usage.
- 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.
- See our article on The Rise of MLOps Monitoring
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Updated 2 months ago