Cox Communications, Inc.

Marco Antonio Valero

Jignesh B Patel

Kyle Allen Cooper

Pavan Kumar Surapaneni

Pavan Chandrashekar

A method performed in real-time includes receiving and storing time-based data over a specific time period and dividing the specific time period into a plurality of time windows. The method further includes determining that data associated with two or more proximate time windows are within a predetermined variance of one another and responsive to the determination: generating a mathematical function representative of the data associated with the two or more proximate time windows, deleting the data associated with the two or more proximate time windows, and generating a representation of the deleted data from the mathematical function. In certain embodiments, the data comprises empirical network telemetry data.

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Marietta, GA, United States of America

Marco Antonio Valero