Patent ID: 11868403
Assignee: JPMORGAN CHASE BANK, N.A.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for utilizing a graph path cache to facilitate real-time data consumption by a plurality of machine learning models, the method being implemented by at least one processor, the method comprising:
receiving, by the at least one processor, at least one input from at least one source, the at least one input relating to a request to characterize at least one data element;
retrieving, by the at least one processor, at least one data attribute that corresponds to the at least one data element from at least one data management system;
determining, by the at least one processor in real-time using the graph path cache, at least one graph attribute that corresponds to the at least one data element by performing deep link analysis on a graph database,
wherein the graph path cache includes a precomputation of at least one graph path hop for each of a plurality of high-density vertices; and
wherein the at least one graph path hop corresponds to a phase in a first sequence of at least one edge that joins a second sequence of distinct vertices;

executing, by the at least one processor in real-time, at least one model by using the at least one data attribute and the at least one graph attribute, the at least one model corresponding to the request in the at least one input; and
transmitting, by the at least one processor in real-time, a result of the executed at least one model to the at least one source in response to the at least one input.