20250190843. Database Data Structure Manage (Truist Bank)

DATABASE AND DATA STRUCTURE MANAGEMENT SYSTEMS AND METHODS FACILITATING DEVIATION DETECTION OF STATISTICAL PROPERTIES OF INCOMING DATA

Abstract: systems and methods monitor, via database and data structure management processes, data distribution of the incoming data to detect deviation in resource parameters influencing the statistical properties of the incoming data relative historical resource parameters of historical data stored to one or more data storage locations. the monitoring includes extracting resource parameters associated with user resources from the incoming data, evaluating distribution of the extracted resource parameters to determine whether the distribution of the resource parameters associated with the user resources is consistently changing relative the historical resource parameters, and determining whether changes to the resource parameters would statistically influence predictive processes, reliant upon the resource parameters, implemented by an entity. an alert indicating that the predictive processes are likely to be influenced by the changes to the resource parameters is transmitted to administrator device(s) associated with implementing the predictive processes.

Inventor(s): Tufail Ahmed Khan, Pranjal Goswami, Changyong Wei

CPC Classification: G06N20/00 (Machine learning)

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