Reasons to use Kubeflow

Data collection

Metadata Tracking & Lineage

Kubeflow Metadata tracks:

• Parameters passed to pipeline steps

• Input and output artifacts (e.g. datasets, models)

• Pipeline run context (who ran it, when, with what)

• Execution lineage (which step produced which artifact)