Kubeflow components and explicit integrations

Kubeflow components and explicit integrations An architecture diagram generated by Archify. Central Dashboard · component UI navigation · Architecture component Central Dashboard component UI navigation Kubeflow Notebooks · Jupyter / RStudio / VS Code · Architecture component Kubeflow Notebooks Jupyter / RStudio / VS Code Kubeflow Pipelines · ML workflow DAGs · Architecture component Kubeflow Pipelines ML workflow DAGs Katib · hyperparameter tuning / AutoML · Architecture component Katib hyperparameter tuning / AutoML Kubeflow Trainer · distributed training · TrainJob · Architecture component Kubeflow Trainer distributed training · TrainJob KServe · InferenceService serving · Architecture component KServe InferenceService serving UI link UI link UI link submit if implemented configured Trial separate deployment Legend Frontend Backend Cloud

UI and workloads

  • • Dashboard is not a training dispatcher or universal authorization layer.
  • • Pipelines and Katib require explicit integration to use Trainer.

Model lifecycle

  • • KServe deployment and promotion are separate steps.
  • • Hub and Spark Operator in 26.03.1 are outside this diagram.