Responding to machine learning requests from multiple clients

US11983909B2 · kind B2 · utility

Assignee

• HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P. · US

Inventors

• David Murphy · Kingsport, US
• Thomas da Silva Paula · Porto Alegre, BR
• Wagston Staehler · Porto Alegre, BR
• Joao Carrion · Porto Alegre, BR
• Alexandre Santos da Silva, Jr. · Porto Alegre, BR
• Juliano Cardoso Vacaro · Porto Alegre, BR
• Gabriel Rodrigo De Lima Paz · Porto Alegre, BR

Key dates

• Filing date: Mar 14, 2019
• Grant date: May 14, 2024
• Expiry date: Mar 2, 2040

Classification

• Technology area (CPC G): Physics
• CPC primary: G06F2218/16
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

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.