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You can monitor computing and storage resources of your Serverless AI endpoints and jobs on the dashboards in the Nebius AI Cloud web console. Use the dashboards to monitor current resource utilization, get information to schedule quota increases and quickly identify anomalies. In case of endpoint and job issues, the dashboards help the Nebius support team investigate the issues. Data for the dashboards is collected automatically. For more information about metrics collection, see Monitoring agent on Compute virtual machines.

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How to open the dashboard with metrics

To see metrics of a job:
  1. Go to https://mintcdn.com/nebius-ai-cloud/1Ha0sWR6e1mnIaHS/_assets/sidebar/ai-services.svg?fit=max&auto=format&n=1Ha0sWR6e1mnIaHS&q=85&s=ab4ff229f7690c99deb1dc52d3daf987 AI Services → Jobs.
  2. Open the page of the required job and then go to the Metrics tab.
To see metrics of an endpoint, use one of the following methods:
  • Go to https://mintcdn.com/nebius-ai-cloud/1Ha0sWR6e1mnIaHS/_assets/sidebar/observability.svg?fit=max&auto=format&n=1Ha0sWR6e1mnIaHS&q=85&s=911a6fc7da512bdf286067c68245a501 Observability → Metrics and select the resources you would like to review.
  • In https://mintcdn.com/nebius-ai-cloud/1Ha0sWR6e1mnIaHS/_assets/sidebar/compute.svg?fit=max&auto=format&n=1Ha0sWR6e1mnIaHS&q=85&s=b91340217b08a1456d88ae0347f281d1 Compute → Virtual machines, go to the page of the VM you would like to review (the VM has the aiendpoint-e*** ID). Then, switch to the Metrics tab.

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Explore the dashboard

Usage data for endpoints and jobs becomes available 5–10 minutes after a resource is created. Use time filters to view a specific period of usage. By default, the data is refreshed every 15 seconds. You can configure this interval to the right of the time filters.

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Metrics

Serverless AI uses the same metrics as Compute containers over virtual machines. See the full list of metrics in Monitoring virtual machines in Nebius AI Cloud and Monitoring volumes in Nebius AI Cloud.