AUTOMATED EXPERIMENTATION PLATFORM

摘要

The present document is directed to an automated experimentation platform that provides a visual integrated development environment (“IDE”) that allows a user to construct and execute various types of data-driven workflows. The automated experimentation platform includes back-end components that include API servers, a catalog, a cluster-management component, and execution-cluster nodes. Workflows are visually represents as directed acyclic graphs and texturally encoded. The workflows are transformed into jobs that are distributed for execution to the execution-cluster nodes.

主权项

1. An automated experimentation platform comprising:
one or more processors; one or more memories; one or more data-storage devices; and computer instructions stored in one or more of the memories and data-storage devices that, when executed on one or more or the one or more processors, control the automated experimentation platform to
provide a visual integrated development environment through which workflows comprising input data sets, execution modules, intermediate data sets, and output data sets linked together in a graph are created and displayed; andexecute workflows to produce output data sets.