POWER EFFICIENT MACHINE LEARNING IN CLOUD-BACKED MOBILE SYSTEMS

Patent №

US 11,620,207

Granted

2023-04-04

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16736959

Various embodiments are provided for load balancing of machine learning operations in a computing environment by a processor. One or more machine learning operations performing inference or training operations may by dynamically balanced between one or more edge computing devices in a wireless communication network and a cloud computing system for increasing performance of a selected metric.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06F 11/3433H04L 67/1023G06F 9/5088G06F 11/3006G06F 11/302G06F 11/3062G06N 5/04G06N 20/00+3 more

AI classification

Machine learning1.00
AI hardware1.00
Evolutionary computation0.94
Knowledge representation0.93
Planning0.81
Speech0.03
Natural language0.00
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 514460930

Assignors

VEGA, AUGUSTO, BUYUKTOSUNOGLU, ALPER, BOSE, PRADIP

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

From the same owner

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