ESTIMATING FILE LEVEL INPUT/OUTPUT OPERATIONS PER SECOND (IOPS)

Patent №

US 10,032,115

Granted

2018-07-24

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15145560

A computer-implemented method according to one embodiment includes identifying a storage volume comprising a plurality of files, calculating a file level input/output operations per second (IOPS) value for each of a subset of the plurality of files within the storage volume, creating a predictive model for the storage volume, using metadata determined for the subset of the plurality of files and the IOPS values calculated for each of the subset of the plurality of files within the storage volume, estimating file level IOPS values for each of the plurality of files in the storage volume, utilizing the predictive model, combining the estimated and calculated file level IOPS values and comparing the combined values to a calculated volume level IOPS value for the storage volume, conditionally adjusting one or more of the estimated file level IOPS values, based on the comparing, and returning the estimated file level IOPS values.

Knowledge representationPlanningAI hardwareG06N 7/01G06F 11/3034G06F 11/3442G06F 11/3447G06F 11/3466G06N 20/00

AI classification

AI hardware0.99
Planning0.72
Knowledge representation0.63
Machine learning0.13
Evolutionary computation0.02
Vision0.01
Natural language0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 384480568

Assignors

KLINGENBERG, BERNHARD J., LEE, SUNHWAN, QIAO, MU, ROUTRAY, RAMANI R.

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

From the same owner

© 2026 NYSGPT2525 LLC