US 11,768,829 B2
Method and system for pre-positioning data
Timothy Lorenz, Lewis Center, OH (US); and Peter G Costanzo, Dublin, OH (US)
Assigned to JPMORGAN CHASE BANK, N.A., New York, NY (US)
Filed by JPMorgan Chase Bank, N.A., New York, NY (US)
Filed on Sep. 22, 2021, as Appl. No. 17/448,470.
Prior Publication US 2023/0091291 A1, Mar. 23, 2023
Int. Cl. G06F 16/00 (2019.01); G06F 16/23 (2019.01); G06F 16/29 (2019.01)
CPC G06F 16/2379 (2019.01) [G06F 16/29 (2019.01)] 18 Claims
OG exemplary drawing
 
1. A method for pre-positioning data based on at least one user attribute, the method being implemented by at least one processor, the method comprising:
retrieving, by the at least one processor, audit information that corresponds to at least one user, the audit information including the at least one user attribute;
extracting, by the at least one processor, historical data from the audit information,
wherein the historical data includes information that indicates that the at least one user frequently initiates a first communication session to check an account balance on a day on which the user is paid, and
wherein the historical data further includes information that relates to at least one from among holiday information, day of the week information, and account creation information;
determining, by the at least one processor using at least one model, at least one user characteristic for each of the at least one user based on the audit information, the at least one user characteristic including a probability value and a geographical location, wherein the probability value corresponds to a likelihood that the at least one user will initiate a second communication session from the geographical location, the second communication session relating to an interactive information interchange between at least two communicating devices;
comparing, by the at least one processor, the at least one user characteristic with at least one predetermined threshold;
identifying, by the at least one processor, raw data from at least one platform, the raw data corresponding to the at least one user;
identifying, by the at least one processor, a preferred data format for the at least one user by using the at least one user characteristic, the preferred data format relating to a device of the at least one user;
generating, by the at least one processor from the raw data, a structured data set for each of the at least one user based on the at least one user characteristic; and
persisting, by the at least one processor, the structured data set in an edge computing repository based on a result of the comparing, the edge computing repository corresponding to the geographical location.