Hewlett-packard Development Company, L.P.

Thomas Da Silva Paula

David Murphy

Wagston Staehler

Juliano Vacaro

Alexandre Santos Da Silva, Jr

Gabriel Rodrigo De Lima Paz

Joao Edwardo Carrion

Juliano Cardoso Vacaro

Joao Edurado Carrion

Joao Eduardo Carrion

Wagston Tassoni Staehler

A method includes receiving, with a computing device, a first client request from a first client that identifies a machine learning model and a sensor. The method includes sending, with the computing device, a call to a server to apply the identified machine learning model to a set of data from the identified sensor, in response to the first client request. The method includes receiving, with the computing device, a second client request from a second client that identifies a same machine learning model and sensor as the first client request. The method includes sending, with the computing device, response data from the identified machine learning model to both the first client and the second client without sending an additional call to the server in response to the second client request.

Responding to machine learning requests from multiple clients

A method includes receiving, with a computing device, a configuration file and a client request to apply a machine learning model to a set of data from a sensor. The method includes performing, with the computing device, preprocessing on the set of data from the sensor based on the configuration file to generate preprocessed data. The method includes sending, with the computing device, a call to a model server to apply the machine learning model to the preprocessed data.

Preprocessing sensor data for machine learning

Growing community of inventors

Porto Alegre, Brazil

Thomas Da Silva Paula