AUTOMATED IDENTIFICATION OF THE SOURCE OF RAID PERFORMANCE DEGRADATION

Patent №

US 9,892,014

Granted

2018-02-13

Filed 2014

Owner

EMC CORPORATION

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14500485

Exemplary methods for determining performance degradation of one or more disks at a storage system include analyzing disk performance statistics of a target storage system periodically collected during a storage of data from a source storage system to the target storage system, wherein the target storage system is a redundant array of inexpensive disks (RAID) storage system comprising of one or more arrays, each array comprising of a plurality of disks. The methods further include creating a predictive model based on the analysis of the collected performance statistics, and predicting, using the predictive model, that one or more disks of an array of the one or more arrays of the RAID storage system has degraded in performance.

Machine learningAI hardwareG06F 11/3452G06F 3/0616G06F 3/0647G06F 3/0653G06F 3/0689G06F 11/008G06F 11/3034G06F 11/3409+4 more

AI classification

Machine learning0.97
AI hardware0.92
Vision0.19
Planning0.10
Knowledge representation0.04
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

EMC CORPORATION

assignment · 347720698

Assignors

HICKEY, CHARLES, CHAMNESS, MARK, LEVIN-MICHAEL, ORIT

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

From the same owner

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