CLASSIFICATION PREDICTION OF WORKLOAD THERMAL BEHAVIOR

Patent №

US 11,199,895

Granted

2021-12-14

Filed 2018

Owner

INTEL CORPORATION

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16234510

In one embodiment, a method receives data regarding processing of a workload by a processor. The data is input into a prediction engine configured to classify the data into a plurality of workload classifications. Each workload classification describes different temporal behavior of the workload. Then, the method outputs a prediction for at least one of the plurality of workload classifications, wherein the prediction is used to control performance of the processor in an upcoming period of time.

Machine learningKnowledge representationPlanningAI hardwareG06F 1/3287G06F 1/206G06F 1/324G06F 1/3243G06N 5/04G06N 20/00G06N 5/046G06N 7/01+1 more

AI classification

AI hardware1.00
Machine learning0.99
Planning0.96
Knowledge representation0.58
Vision0.20
Evolutionary computation0.03
Natural language0.03
Speech0.00

Ownership

INTEL CORPORATION

assignment · 485910023

Assignors

LEUNG, PATRICK KAM-SHING, HERMERDING II, JAMES, ABOZAED, MUHAMMAD, OLWANG, GILAD, PERI, MORAN, KARAVANY, IDO, FREELOVE, WILLIAM, NAIR, SUDHEER, HOLLANDER, TAHI, WAGNER, AVISHAI

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

From the same owner

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