Globalfoundries Inc.

Kyndryl, Inc.

Thomas Joseph Eunice

Shikhar Kwatra

Gandhi Sivakumar

Mathews Thomas

Vinod A Valecha

Seng Chai Gan

Janki Y Vora

Christian E Loza

Arvind Sathi

An embodiment includes specifying an original model to be trained by a machine learning platform using training data and an algorithm, wherein the training data includes a plurality of training input values upon which to make a prediction and a plurality of training output values representing target prediction values. The embodiment generates an updated model by training the original model to algorithmically approach the training output values as provided with the training data based on the plurality of input values. The embodiment generates an updated function map representative of output values of the updated model and versions the updated model according to a classification rule for assigning a version classification based on a comparison of the updated function map to an original function map representative of output values of the original model. The embodiment deploys the updated model into a production environment. to replace the original model.

Intelligent versioning of machine learning models

A computing device generates profiles based on mobile device data. The computing device receives a plurality of mobile device records of a plurality of mobile devices in a region, that each include a timestamp, a location data, and an activity data, and assigns each of the plurality of mobile device records to one of a plurality of space-time boxes. The computing device performs analytics on the mobile device records assigned to the plurality of space-time boxes to yield a resulting plurality of profiles, which can include a mobility profile indicating the number of locations in the region that each mobile device occupies during a span, a hangout profile indicating the number of mobile devices that occupy each location in the region during a span, and a buddy profile indicating the mobile devices that occupy the same location in the region as a given mobile device.

Mobile device analytics

Growing community of inventors

Studio City, CA, United States of America

Thomas Joseph Eunice