LOGICAL NETWORKING AND AFFINITY DETERMINATION OF IOT DEVICES USING PARTITIONED VIRTUAL SPACE

Patent №

US 11,637,738

Granted

2023-04-25

Filed 2020

Owner

SAP SE

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16791339

A partitioned virtual space supports logical networking of IoT devices. Agents of the devices are assigned to interest-based cells in a virtual space, and can travel among the cells. Within the cells, pairs of devices are tested for similarity, based on device profiles, and for detected affinity. Agents of devices having affinity are connected in a logical network. Some attributes can be based on a personality model and can reflect the personality of a user or other principal associated with a device. Such attributes can influence requests for affinity testing, calculation of similarity, and further behavioral effects incorporated in affinity determination. Evaluation of recommendations can lead to updating of similarity scores or changes in affinity determination. Disclosed embodiments provide scalable, distributed, autonomous, and unsupervised device-to-device connectivity, free of prior constraints. Embodiments can be implemented in the cloud, with privacy protection.

Machine learningKnowledge representationPlanningAI hardwareG06F 9/5077G06F 21/6218G06F 21/6245H04L 41/046H04L 41/0895H04L 41/20H04L 67/34Y02D 10/00

AI classification

AI hardware1.00
Knowledge representation1.00
Machine learning1.00
Planning0.98
Speech0.01
Natural language0.00
Evolutionary computation0.00
Vision0.00

Ownership

SAP SE

assignment · 518230422

Assignors

DEFIEBRE, DANIEL, GERMANAKOS, PANAGIOTIS

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

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