Configuring Alerts
This feature is currently behind a toggle and may or may not be enabled on the Merlin controller, by the maintainers.
Merlin uses a GitOps based alerting mechanism. Alerts can be configured for a model, on the Model Endpoint (i.e., for the model version that is in the 'Serving' state), from the models list UI.
Metrics
Alerting based on the following metrics are supported. For all metrics below, the transformer metrics, if exists, will also be taken into account.
Throughput: This alert is triggered when the number of requests per second received by the model is lower than the threshold.
Latency: This alert is triggered when the latency of model response time is higher than the threshold.
Error Rate: This alert is triggerred when the percentage of erroneous responses from the model is more than the threshold.
CPU: This alert is triggered when the percentage of CPU utilization is more than the threshold.
Memory: This alert is triggered when the percentage of memory utilization is more than the threshold.
Last updated
