PREDICTIVE FAILURE ANALYSIS FOR STORAGE NETWORKS

Patent №

US 6,948,102

Granted

2005-09-20

Filed 2002

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10134960

A method of predicting failures of data storage devices in a data storage network. In predicting failures, birth and/or health records of data storage devices in the data storage network are requested. The records are then scaled and thresholded and processed using a probabilistic neural network to classify the data storage devices. Based on the classification, an action is taken to improve the reliability and availability of the data storage network.

AI classification

Machine learning1.00
Planning1.00
AI hardware0.98
Knowledge representation0.23
Natural language0.02
Evolutionary computation0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 131550227

Assignors

SMITH, GORDON JAMES

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

From the same owner

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