US 12,112,059 B2
Data flow control and routing using machine learning
Rama Venkata S. Kavali, Frisco, TX (US); Venugopala Rao Randhi, Hyderabad (IN); Damodarrao Thakkalapelli, Plano, TX (US); Vijaya Kumar Vegulla, Hyderabad (IN); and Rajasekhar Maramreddy, Hyderabad (IN)
Assigned to Bank of America Corporation, Charlotte, NC (US)
Filed by Bank of America Corporation, Charlotte, NC (US)
Filed on Dec. 18, 2023, as Appl. No. 18/542,998.
Application 18/542,998 is a continuation of application No. 17/576,539, filed on Jan. 14, 2022, granted, now 11,893,267.
Prior Publication US 2024/0118828 A1, Apr. 11, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 3/00 (2006.01); G06F 3/06 (2006.01); G06N 3/08 (2023.01)
CPC G06F 3/0655 (2013.01) [G06F 3/0604 (2013.01); G06F 3/067 (2013.01); G06N 3/08 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A data ingestion device, comprising:
a memory operable to store a relationship table, wherein:
the relationship identifies a plurality of data elements; and
a value for each data element is linked with a value for one or more other data elements; and
a processor operably coupled to the memory, and configured to:
receive a first data record comprising a first plurality of data elements;
receive a second data record comprising a second plurality of data elements;
identify a first link between a value of a first data element in the first plurality of data elements and values of a first set of data elements in the second plurality of data elements;
remove the first link between the first data element and the first set of data elements;
input the first plurality of data elements and the second plurality of data elements into a machine learning model after removing the first link, wherein the machine learning model is configured to:
receive the first plurality of data elements and the second plurality of data elements; and
output a second link between the first data element and a second set of data elements in the second plurality of data elements, wherein the second link allows changes to the values of the second set of data elements to change the value of the first data element.