Scheduling predictive models for machine learning systems

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United States of America Patent

PATENT NO 9794145
SERIAL NO

14591079

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Abstract

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In one embodiment, a device in a network monitors performance data for a first predictive model. The first predictive model is used to make proactive decisions in the network. The device maintains a supervisory model based on the monitored performance data for the first predictive model. The device identifies a time period during which the supervisory model predicts that the first predictive model will perform poorly. The device causes a switchover from the first predictive model to a second predictive model at a point in time associated with the time period, in response to identifying the time period.

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Patent Owner(s)

Patent OwnerAddress
CISCO TECHNOLOGY INC170 WEST TASMAN DRIVE SAN JOSE CA 95134-1706

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dasgupta, Sukrit Norwood, US 78 512
Mermoud, Grégory Veyras, CH 83 438
Vasseur, Jean-Philippe Saint Martin d'Uriage, FR 536 7633

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