Dynamic multi-platform model generation and deployment system

US12135696B2 · kind B2 · utility

Assignee

• Bank of America Corporation · US

Inventors

• Uma Sheela · Plano, US
• Partha Sarathi Dhar · Chester Springs, US
• Michael Fleischer · Double Oak, US
• Jeff Hogue · Frisco, US
• Joyce Ashley · Westlake Village, US
• Manivannan Perumalswami · Frisco, US
• Huy Q. Tran · Westminster, US
• Valerie Cozart · Mesa, US
• Adam Jones · Landenberg, US
• Marcey Donnelly · Pleasanton, US
• Rose Brunner · Richmond, US
• Mark Wheelwright · Herriman, US
• Benjamin Porter · Felton, GB
• Scott Beavers · Belle Bridge, US
• Swarn Deep · New Delhi, IN
• Shashank Kumar Bajpai · Atrauli, IN

Key dates

• Filing date: Sep 1, 2023
• Grant date: Nov 5, 2024
• Expiry date: Sep 1, 2043

Classification

• Technology area (CPC G): Physics
• CPC primary: G06F16/27
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

Aspects of the disclosure relate to dynamic model configuration and execution. A computing platform may receive first model data comprising first model execution configuration data and first model output configuration data. The computing platform may generate a first model based on the first model execution configuration data. The computing platform may distribute, to a plurality of computing platforms, the first model, the first model execution configuration data, and the first model output configuration data. The computing platform may receive a second request to execute one or more models from a third computing platform. The computing platform may receive, from the third computing platform, first model execution data. The computing platform may execute the first model based on the first model execution data and the first model execution configuration data to generate a first model output score.