Hi Everyone, I Was Working With Model Serving And Monitoring, And Wanted To Know About Monitoring Aspects/Usage In Serving. I Actually Wanted To Know About Exactly What All Queries Related To The Serving Can Be Done, Like What All Are Important Metric Mon

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A few examples here:
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Grafana model performance example:

    browse to


    login with: admin/admin
    create a new dashboard
    select Prometheus as data source
    Add a query: 100 * increase(test_model_sklearn:_latency_bucket[1m]) / increase(test_model_sklearn:_latency_sum[1m])
    Change type to heatmap, and select on the right hand-side under "Data Format" select "Time series buckets"
    You now have the latency distribution, over time.
    Repeat the same process for x0, the query would be 100 * increase(test_model_sklearn:x0_bucket[1m]) / increase(test_model_sklearn:x0_sum[1m])

And docs:
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	one year ago

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one year ago