4D178S, 1 AT&T Way
Monitoring Complex Data Feeds Through Ensemble Testing,
June 29, 2010
Managing and monitoring multiple complex data feeds is a major challenge for data mining tasks in large corporations and scientific endeavors alike. The invention describes an effective method for flagging abnormalities in data feeds using an ensemble of statistical tests that may be used on complex data feeds. The tests in the ensemble are chosen such that the speed and ability to deliver real time decisions are not compromised.