Mastercard Incorporated
TRANSPARENT INTEGRATION OF MACHINE LEARNING ALGORITHMS IN A COMMON LANGUAGE RUNTIME ENVIRONMENT

Abstract:

A computer system includes a processor and a database. The database includes a plurality of business intelligence (BI) data objects. Each of the BI data objects is associated with one or more data parameters. The processor is programmed with computer-executable instructions that cause the processor to run user code associated with a runtime environment that is hosted on the database. The user code includes executable source code that is not an intrinsic part of the database. The user code is created and deployed into the database and is configured to intercept a data call from a query application to a query interface for data corresponding to one or more of the BI data objects. The data call includes one or more selected parameters. The data call is parsed to ascertain the one or more selected parameters. Data corresponding to the one or more BI data objects is obtained from the database based on the one or more selected parameters. A data prediction result is appended to the obtained data.