This topic describes how to configure CPU, GPU, and memory quotas for users on a CDSW
deployment. You can set default quotas for each user on the deployment as well as overriding
custom quotas for specific users who might require more resources. Quotas can be enabled from
the Site Administration panel.
Required Role: Site Administrator
To enable CPU, GPU, and memory quotas for users on your CDSW
deployment:
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Log into Cloudera Data Science Workbench with site administrator privileges.
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Click .
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Switch the toggle to ON. This applies a default quota of 2 vCPU, 8 GB
memory to each user on the deployment.
If your deployment was provisioned with GPUs, a default quota of 0 GPU per user
will apply. If you want users to have access to GPUs, you must modify the default quotas
as described in the next step.
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If you want to change the default quotas, click on Default (per
user). CDSW displays the Edit default quota dialog
box.
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Enter the CPU, Memory, and GPU quota values that should apply to all users of the
deployment.
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Click Update.
Enabling quotas will only affect new workloads. If users have already scheduled
workloads that exceed the new quota limits, those will continue to run uninterrupted. If a
user is over their limit, they will not be able to schedule any more
workloads.