US 11,853,217 B2
Multi-cache based digital output generation
Adam Rumanek, Toronto (CA); and Charles Sinsofsky, Toronto (CA)
Assigned to AUX MODE INC.
Filed by Aux Mode Inc., Toronto (CA)
Filed on Jul. 1, 2022, as Appl. No. 17/855,937.
Application 17/855,937 is a continuation of application No. 17/129,007, filed on Dec. 21, 2020, granted, now 11,397,681.
Prior Publication US 2022/0334969 A1, Oct. 20, 2022
Int. Cl. G06F 12/00 (2006.01); G06F 12/0811 (2016.01); G06F 12/0813 (2016.01); G06N 20/00 (2019.01); G06F 12/0855 (2016.01); G06F 9/451 (2018.01); G06F 12/0831 (2016.01); G06F 16/215 (2019.01)
CPC G06F 12/0811 (2013.01) [G06F 9/451 (2018.02); G06F 12/0813 (2013.01); G06F 12/0833 (2013.01); G06F 12/0859 (2013.01); G06F 16/215 (2019.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A system, comprising:
a data processing system comprising memory and one or more processors to:
receive, from a client device via a network, a request for a type of digital output based on a plurality of data objects, wherein each of the plurality of data objects comprise a plurality of fields;
identify a data set comprising the plurality of data objects;
load at least a portion of the data set to a first level cache of the data processing system;
determine, via a machine learning model configured for the type of digital output, a subset of fields;
load, subsequent to the request, a primary cache with data corresponding to the subset of fields stored in the first level cache, the subset of fields determined via the machine learning model; and
provide, for display via the client device, a digital output corresponding to the type of digital output from the data loaded in the primary cache.