The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 11, 2025
Filed:
Feb. 20, 2023
Sap SE, Walldorf, DE;
Lukas Carullo, Menlo Park, CA (US);
Patrick Brose, San Francisco, CA (US);
Kun Bao, Sunnyvale, CA (US);
Anubhav Bhatia, Sunnyvale, CA (US);
Leonard Brzezinski, San Jose, CA (US);
Lauren McMullen, El Dorado Hills, CA (US);
Simon Lee, San Ramon, CA (US);
SAP SE, Walldorf, DE;
Abstract
Provided is a system and method for training and validating models in a machine learning pipeline for failure mode analytics. The machine learning pipeline may include an unsupervised training phase, a validation phase and a supervised training and scoring phase. In one example, the method may include receiving an identification of a machine learning model, executing a machine learning pipeline comprising a plurality of services which train the machine learning model via at least one of an unsupervised learning process and a supervised learning process, the machine learning pipeline being controlled by an orchestration module that triggers ordered execution of the services, and storing the trained machine learning model output from the machine learning pipeline in a database associated with the machine learning pipeline.