DISTRIBUTED LOAD PROCESSING USING FORECASTED LOCATION-BASED INTERNET OF THINGS DEVICE CLUSTERS

Patent №

US 10,244,054

Granted

2019-03-26

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15896670

For distributed processing using forecasted location-based IoT device clusters, at a central IoT device, a data source that is to be used and a duration for processing a workload is determined. A set of IoT devices operating within a threshold distance from the data source at a first time is selected. A subset of the set is selected to form a sub-cluster of IoT devices where a forecasted travel path of a member IoT device in the subset keeps the member within the threshold distance from the data source for the duration. A lightweight application is configured at a first IoT device in the subset which enables the first IoT device to participate in the sub-cluster and process the workload.

Knowledge representationPlanningAI hardwareH04L 67/12G06F 9/5033G06F 9/505G06Q 10/101H04W 4/08H04W 4/70

AI classification

AI hardware0.99
Planning0.94
Knowledge representation0.92
Machine learning0.39
Evolutionary computation0.00
Natural language0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 449300406

Assignors

BAUGHMAN, AARON K., HARRISON, THOMAS BENJAMIN, O'CONNELL, BRIAN M., PEARTHREE, HERBERT D.

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

From the same owner

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