IN-FLIGHT TRANSFORMATIONS OVER A DATA STREAM

Disclosed herein are system, method, and computer program product embodiments for performing in-flight transformations of data streams. Complex event processing (CEP) operating on event records from various data streams can operate by storing the streamed event record data in a database, and then qu...

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Hauptverfasser: HIGHTOWER, Richard, THOMAS, Forrest, O'CONNOR, Thomas J, Sokol, Alec, GALAGALI, Navaneet, QIU, Michael, KANTABATHINA, Saianirudh, MORENO, Jose, RYAN, Patrick, LIU, Daniel, BAUM, Mary, CELLUCCI, Christopher, LEHMANN, Selwyn, WOODS, David, MANDRELL, Scott, CHOWDHURY, Sathi
Format: Patent
Sprache:eng
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Zusammenfassung:Disclosed herein are system, method, and computer program product embodiments for performing in-flight transformations of data streams. Complex event processing (CEP) operating on event records from various data streams can operate by storing the streamed event record data in a database, and then querying the data to perform a data transformation. However, in order to improve the performance of the data transformations and streamline CEP, a serverless architecture is introduced that can perform data transformations directly on streams, using attributes of the streamed record data defined in a schema. The resulting transformed data can then be provided by the serverless architecture to the CEP for direct access of the data most needed by the CEP.