Quota for CML workloads

An overview of quotas for CML workloads.

  • In this release, the quota is implemented at user level.
  • By default, 8 GB memory and 2 vCPU cores are configured for each user.
  • The above resources will be sufficient for running simple sessions but nor the spark workloads as the executors will not find additional resources.
  • CML administrators can configure custom quota for the user under Site Administration Page.

  • If the quota for a user is exhausted, the workload remains in the pending state till the required resources are available.
  • If the quota for users is modified, it will be reflected when the next workload is submitted.
  • GPU resources can be edited if the workspace is provisioned with GPU resources.