Abstract
The following quote was obtained by the news editors from the background information supplied bythe inventors: “A business utilizing machine learning models for decision making typically stores multipleversions of multiple models. As models are updated with new data or new techniques, the new versions arestored. One or more of the versions are utilized at any given time. Typically the model is accessed usinga universal resource locator (e.g., URL) application programming interface (e.g., API) endpoint includinga model server, model name, and version number. Adding a new version requires manually creating anew model service with a new endpoint URL and configuring requesting services to access the new modelservice at the new endpoint. This creates a problem wherein a substantial amount of manual maintenanceis required for model updating, increasing the chances of introducing errors in the process.”
NETL
NSTL