Compute intensive stream processing
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United States of America Patent
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Sep 15, 2020
Grant Date -
Mar 10, 2016
app pub date -
May 12, 2015
filing date -
Sep 8, 2014
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Abstract
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for stream processing. One method includes receiving an event stream of events by a first plurality of local modelers of a stream processing system. Each local modeler processes a portion of received events of the event stream according to a first set of operations, the operations including aggregating information associated with each event to generate aggregated information. One or more local modelers provide, to a first central modeler executing on the system, the respective aggregated information generated by one or more of the local modelers. A set of parameters of a respective machine learning model is determined using the received aggregated information.
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