PERFORMANCE PROBLEM DETECTION IN ARRAYS OF SIMILAR HARDWARE

Patent №

US 9,715,418

Granted

2017-07-25

Filed 2014

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14558581

Embodiments described herein include detecting under-performing devices using a correlational matrix in which devices are compared with one another in order to establish which devices are performing significantly different, e.g. under-performing, than the rest. According to one embodiment, a method includes generating a vector for each of a plurality of hardware devices. Using a hardware processor, a correlational matrix representing projections of the vectors against each other is created. A determination is made as to which hardware device is least like the other hardware devices based on the correlational matrix. A result of the determining is output.

Machine learningG06F 11/0727G06F 11/0751G06F 11/34G06F 11/3409G06F 11/3452

AI classification

Machine learning0.54
AI hardware0.21
Knowledge representation0.03
Planning0.03
Speech0.02
Vision0.00
Natural language0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 343140317

Assignors

BARAJAS, FELIPE A.

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

From the same owner

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