SYSTEM AND METHOD OF TRAINING MACHINE LEARNING ALGORITHM TO SATISFACTORILY ALLOCATE RESOURCES FOR TASK EXECUTION

Patent №

US 10,572,307

Granted

2020-02-25

Filed 2017

Owner

BANK OF AMERICA CORPORATION

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15660234

In one or more embodiments, one or more systems, processes, and/or methods may receive first task sets that include respective first tasks and one or more of respective first priorities, respective first minimum computing resource allocations, and respective first maximum processing times; receive first satisfaction information associated with processing the first task sets; receive first execution metric information associated with processing the first task sets; determine a first pattern based at least on the first satisfaction information and based at least on the first execution metric information; receive second task sets that include respective second tasks and one or more of respective second priorities, respective second minimum computing resource allocations, and respective second maximum processing times; determine, based at least on the first pattern, computing resources allocations for the second task sets; and determine, based at least on the first pattern, a processing order for the second task sets.

AI classification

Planning1.00
AI hardware1.00
Evolutionary computation0.98
Knowledge representation0.90
Machine learning0.67
Vision0.01
Natural language0.01
Speech0.00

Ownership

BANK OF AMERICA CORPORATION

assignment · 431030121

Assignors

SUMAN, SHAKTI, LEE, JISOO, MCCORMACK, JAMES

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

From the same owner

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