Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Diane Bouchacourt0
Grégory Mermoud0
Jean-Philippe Vasseur0
Date of Patent
January 17, 2017
Patent Application Number
14120371
Date Filed
May 14, 2014
Patent Citations Received
Patent Primary Examiner
Patent abstract
In one embodiment, a machine learning model for predicting one or more metrics is run in a network which includes a centralized controller device interconnected with a plurality of edge devices. A batch version of the machine learning model that operates in batch mode is hosted at the centralized controller device. Then, an incremental version of the machine learning model that operates in incremental mode is pushed to an edge device of the plurality of edge devices, such that the incremental version of the machine learning model is hosted at the edge device. As a result, the batch version and the incremental version of the machine learning model run in parallel with one another.
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