DATAFLOW OPTIMIZATION APPARATUS AND METHOD FOR LOW-POWER OPERATION OF MULTICORE SYSTEMS

Patent №

US 11,635,997

Granted

2023-04-25

Filed 2019

Owner

AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16509568

The present disclosure relates to a dataflow optimization method for low-power operation of a multicore system, the dataflow optimization method including: a step (a) of creating an FSM including a plurality of system states in consideration of dynamic factors that trigger a transition in system states for original dataflow; and a step (b) of optimizing the original dataflow through optimization of the created FSM.

Machine learningPlanningEvolutionary computationAI hardwareG06F 9/4893G06F 9/5094G06F 1/329G06F 9/4494G06F 9/4498G06F 9/4881B64U 2201/00G05D 1/0088+2 more

AI classification

AI hardware1.00
Evolutionary computation1.00
Planning1.00
Machine learning0.99
Knowledge representation0.05
Natural language0.00
Speech0.00
Vision0.00

Ownership

AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION

assignment · 497450189

Assignors

YANG, HOESEOK, JUNG, HYEONSEOK

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

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