Workflow

Workflows allow for organizing the single operations in a advanced management pipelines, to perform a series operation of data processing, ML model training and serving, etc. Workflows represent long-running procedures defined as Directed Acyclic Graphs (DAGs) where each node is a single unit of work performed by the platform (e.g., as a Kubernetes Job).

As in case of functions, it is possible for the platform to have different workflow runtimes. Currently, the only workflow runtime implemented is the one based on Kubeflow Pipelines infrastructure. See KFP Runtime for further details about how the workflow is defined and executed with the Kubeflow Pipelines component of the platform.