TRANSMITTING MACHINE LEARNING MODELS TO EDGE DEVICES FOR EDGE ANALYTICS

Patent №

US 11,087,236

Granted

2021-08-10

Filed 2017

Owner

SPLUNK INC.

Lab

AI components

4

ml · nlp · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15660897

Disclosed is a technique that can be performed by a server computer system. The technique can include executing a machine learning process to generate a machine learning model based on global data collected from one or more electronic devices, wherein the machine learning model is described by model data. The technique can further include encapsulating the model data in a markup language document. The technique can further include sending, over a network, the markup language document to at least one electronic device of the one or more electronic devices to cause the at least one electronic device to update a local device machine learning model.

Machine learningNatural languageKnowledge representationPlanningG06N 20/00G06F 18/217G06N 3/08G06N 3/09G06N 3/098G06V 10/776G06V 10/94G06V 10/95

AI classification

Planning1.00
Natural language1.00
Machine learning1.00
Knowledge representation0.51
Vision0.47
AI hardware0.33
Speech0.14
Evolutionary computation0.00

Ownership

SPLUNK INC.

assignment · 431060666

Assignors

NAGARAJU, PRADEEP BALIGANAPALLI, ZHANG, STEVE, WANG, JIAHAN, OLINER, ADAM JAMISON, DEAN, ERICK ANTHONY

On an employer assignment, the assignors are typically the inventors.

From the same owner

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