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:
Jan. 14, 2025
Filed:
Aug. 19, 2020
Bank of America Corporation, Charlotte, NC (US);
Emad Noorizadeh, Plano, TX (US);
Ion Gerald McCusker, Allen, TX (US);
Ravisha Andar, Plano, TX (US);
Bharathiraja Krishnamoorthy, Plano, TX (US);
Ramakrishna R. Yannam, The Colony, TX (US);
Bank of America Corporation, Charlotte, NC (US);
Abstract
A system for horizontal scaling of retraining machine learning models across operational domains is provided. The system may reduce computational overhead associated model retraining. The system may include an artificial intelligence ('AI') engine that determines target machine learning models that need to be retrained in response to changed training data. The AI engine may assign daemons to the target models. The daemons may gather retraining requirements such as source code and training data. The daemons may schedule the target models for retraining on a CPU or a GPU based model training system.