US 11,797,890 B2
Performance manager to autonomously evaluate replacement algorithms
Bradford Miller, Malta, NY (US); Kirk Lars Bruns, Waitsfield, VT (US); Michael Kinstrey, Niskayuna, NY (US); Charles Theurer, Alplaus, NY (US); and Vrinda Rajiv, Niskayuna, NY (US)
Assigned to GENERAL ELECTRIC COMPANY, Schenectady, NY (US)
Filed by General Electric Company, Schenectady, NY (US)
Filed on Oct. 3, 2022, as Appl. No. 17/959,004.
Application 17/959,004 is a continuation of application No. 15/953,639, filed on Apr. 16, 2018, granted, now 11,461,691.
Prior Publication US 2023/0037733 A1, Feb. 9, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06N 20/00 (2019.01)
CPC G06N 20/00 (2019.01) 20 Claims
OG exemplary drawing
 
1. A system associated with a live environment executing a current algorithm, comprising:
at least one memory;
instructions; and
processor circuitry to execute the instructions to:
manage execution of the current algorithm in the live environment, the live environment associated with a deployment platform; and
manage, based on receipt of at least one potential replacement algorithm, a shadow environment causes execution of the at least one potential replacement algorithm in the shadow environment, the shadow environment instantiated separately from the live environment, the shadow environment utilizes data from the live environment during execution of the at least one potential replacement algorithm in the shadow environment,
wherein the deployment platform forms a hybridized algorithm, the hybridized algorithm including the current algorithm and the at least one potential replacement algorithm, the at least one potential replacement algorithm deployed during a first deployment period and the current algorithm deployed during a second deployment period, the first deployment period different from the second deployment period.