USING A MACHINE LEARNING MODULE TO DYNAMICALLY DETERMINE TRACKS TO PRESTAGE FROM STORAGE TO CACHE

Patent №

US 11,663,129

Granted

2023-05-30

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17144135

Provided are a computer program product, system, and method for determining tracks to prestage into cache from a storage. Information is provided related to determining tracks to prestage from the storage to the cache in a stage group of sequential tracks including a trigger track comprising a track number in the stage group at which to start prestaging tracks and Input/Output (I/O) activity information to a machine learning module. A new trigger track in the stage group at which to start prestaging tracks is received from the machine learning module having processed the provided information. The trigger track is set to the new trigger track. Tracks are prestaged in response to processing an access request to the trigger track in the stage group.

Machine learningAI hardwareG06F 12/0862G06F 12/0868G06N 3/084G06N 20/00G06F 2212/1016G06F 2212/462G06F 2212/602G06F 2212/6026

AI classification

AI hardware1.00
Machine learning0.89
Speech0.05
Knowledge representation0.01
Evolutionary computation0.00
Vision0.00
Natural language0.00
Planning0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 549380463

Assignors

GUPTA, LOKESH M., ANDERSON, KYLER A., BORLICK, MATTHEW G., ASH, KEVIN J.

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

From the same owner

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