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Platform For AI:Manage resource quotas

Last Updated:Feb 27, 2024

You can manage the resource quotas that you created. For example, you can view resource quota details and usage, scale up and down resource quotas, and add child resource quotas.

View resource quota details

Go to the Resource Quota page in the Platform for AI (PAI) console. Click the name of the resource quota whose information you want to view.

  • You can view the basic information about the resource group, such as the associated workspace, parent resource quota, and child resource quotas.

  • You can modify the basic information about the resource group. For example, you can click the image.png icon next to Workspace to associate a workspace with the resource group or disassociate a workspace from the resource group.

  • You can view the usage and total amount of resources including CPU, memory, and GPU.

  • You can view the resource nodes in the associated resource groups in the resource node list.

View resource quota usage

Click the Resource Quota Usage tab to view the details of resource quota usage.

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  • You can view the utilization and usage of CPU, memory, and GPU in different time periods. This allows you to fully understand the resource usage.

  • You can view the list of jobs created by using the resource quota.

Scale up or down a resource quota

You can adjust the size of the resource quota based on the current job volume to implement effective cost management. On the Resource Quota page, find the resource quota that you want to manage and click Scale in the Actions column. On the page that appears, modify the Source and Specifications/Resources parameters.

  • Scale up: add resources to the resource quota and integrate resources of different specifications in the resource pool into the same resource quota.

  • Scale down: reduce the number of nodes of associated resource specifications or remove specific specifications from the resource quota.

Add child resource quotas

You can add child resource quotas to implement fine-grained resource management, optimize allocation policies, and improve resource utilization efficiency.

To do so, on the Resource Quota page, find a resource quota that is not associated with workspaces and click New Child-level Resource Quota in the Actions column. Add a child resource quota to the resource quota and organize the resources in a tree structure. You can then associate the child resource quota to a workspace and use the child resource quota for the training jobs in the workspace.