Capital One Services, LLC

Srinivas Mupparapu

Gopi Kancharla

Praveen Tandra

Parvesh Kumar

Dustin Doubet

Zainil Momin

Suresh Sammeta

A computing system may comprise a server system, a database, and one or more data sources having different cadences, such as a batch data source and a real-time data source. The server system may generate a first dataset based on data from the batch data source, and may generate a second dataset based on data received from the real-time data source. The server system may determine metadata associated with the real-time data source. Based on the metadata, the server system may generate a database table representation of the real-time data source. The server system may be configured to perform a relational join on the first and second datasets. Such a relational join may define a namespace that is based on the first and second datasets.

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Srinivas Mupparapu