Authorization of Cloudera AI Inference service

Cloudera AI Inference service implements role-based access control.

To create an instance of the service in a Cloudera Data Platform environment, and to perform modifications to the instance, such as the addition of a node group, the user must have the following roles:
  • EnvironmentAdmin
  • MLAdmin
Model endpoints can be viewed, created, deleted, and modified by users having EnvironmentUser role along with either one of the following roles:
  • MLAdmin
  • MLUser

To perform inference on deployed model endpoints, the user must have the MLUser role.