US 12,118,065 B1
Systems and methods for using regime switching to mitigate deterioration in performance of a modeling system
Tyler Case, Phoenixville, PA (US); Paul Davis, Irving, TX (US); Matt Hord, Stanley, NC (US); Ananth Kendapadi, Charlotte, NC (US); Rameshchandra Bhaskar Ketharaju, Telangana (IN); Vinothkumar Venkataraman, Bangalore (IN); Ashutosh Verma, Bangalore (IN); Yang Angelina Yang, Mountain View, CA (US); and Naveen Gururaja Yeri, Bangalore (IN)
Assigned to Wells Fargo Bank, N.A., San Francisco, CA (US)
Filed by Wells Fargo Bank, N.A., San Francisco, CA (US)
Filed on Dec. 22, 2021, as Appl. No. 17/645,728.
Int. Cl. G06F 18/2321 (2023.01); G06F 16/2455 (2019.01); G06F 18/20 (2023.01); G06F 18/21 (2023.01)
CPC G06F 18/285 (2023.01) [G06F 16/24568 (2019.01); G06F 18/217 (2023.01); G06F 18/2321 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A method for mitigating deterioration in performance of a modeling system, the method comprising:
detecting, by context analysis circuitry, occurrence of a triggering condition comprising a decline in performance of a source modeling solution meeting a predefined decline threshold coupled with a change in exogenous context, and wherein the context analysis circuitry detects occurrence of the triggering condition by:
analyzing performance of the source modeling solution over time,
identifying the predefined decline threshold in performance of the source modeling solution, and
in response to identifying occurrence of the predefined decline threshold in performance of the source modeling solution, identifying the change in exogenous context;
determining, by the context analysis circuitry and in response to detecting the occurrence of the triggering condition, a destination modeling solution based on a regime strategy for the modeling system; and
switching, by regime deployment circuitry and based on the regime strategy, from the source modeling solution to the destination modeling solution.