METHODS AND SYSTEMS FOR MANAGING HEALTH OF DEVICES IN AN IOT ENVIRONMENT USING INTER-DEVICE CORRELATION

Patent №

US 11,637,744

Granted

2023-04-25

Filed 2021

Owner

SAMSUNG ELECTRONICS CO., LTD

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17445111

Methods and systems for managing health of devices in an Internet of Things (IoT) environment. A method includes detecting an occurrence of at least one event on a device of a plurality of devices and determining a change in ambience in the device. The method also includes detecting at least one anomaly in the device if the determined change in the ambience of the at least one device does not satisfy threshold criteria determined for the at least one event. The method further includes determining at least one root cause for the at least one anomaly detected in the device.

Machine learningKnowledge representationPlanningAI hardwareH04L 41/0677H04L 41/142G06N 3/0464G06N 3/0475G06N 3/09G06N 3/094G06N 5/022H04L 41/0631+8 more

AI classification

Knowledge representation0.99
Planning0.94
AI hardware0.92
Machine learning0.81
Natural language0.19
Evolutionary computation0.01
Vision0.00
Speech0.00

Ownership

SAMSUNG ELECTRONICS CO., LTD

assignment · 571880134

Assignors

MOULIK, SREEDEEP, GOEL, SARTHAK, BISWAS, RAUNAQ, CHIDDARWAR, ANAND SUDHAKAR, UDESHI, ANERI JAYSINH, P, INBARAJAN

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

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