Shared machine learning model for application discovery

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United States of America Patent

PATENT NO 11461673
SERIAL NO

16594748

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A system may include persistent storage configured to store: a shared classification model including a plurality of classifiers based on training data from a plurality of managed networks, and a representation of a plurality of software applications executable computing devices within a particular managed network. The system may also include a discovery application configured to perform operations including obtaining attributes of a software process. The operations may also include determining, by way of the shared classification model and based on the attributes, a suggested classifier of the plurality of classifiers and determining, by way of the suggested classifier and based on the attributes, a suggested classification for the software process. The operations may further include receiving an indication that the suggested classification has been accepted, based on receiving the indication, updating the representation to indicate the suggested classification, and storing, in the persistent storage, the representation as updated.

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Patent Owner(s)

  • SERVICENOW, INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Aron, Aviya Shafir, IL 19 187
Bitterfeld, Robert Petach Tikva, IL 39 225
Garty, Asaf Sdei Hemed, IL 38 257
Solomon, Bary Petach Tikva, IL 26 188

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