AUTOMATICALLY ESTIMATING CORRELATION BETWEEN HARDWARE OR SOFTWARE CHANGES AND PROBLEM EVENTS

Patent №

US 7,774,657

Granted

2010-08-10

Filed 2005

Owner

SYMANTEC CORPORATION

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11238265

Automated estimation that a hardware or software change is correlated with one or more problem events. In addition to identifying that a change has occurred, one or more problem events are identified that have occurred after the change. Problem events are then correlated with the change using a distance measure between the change and the at least one correlated problem event. For most, if not all, of the distance measure, the greater the distance measure, the less the change is correlated with each correlated problem event. The distance measure may be a time interval, an activity-weighted interval, or any other type of distance measure.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareG06F 11/3616G06F 11/2247G06F 11/3612G06F 11/366G06F 11/3447G06F 2201/86

AI classification

AI hardware1.00
Knowledge representation0.94
Planning0.90
Evolutionary computation0.67
Machine learning0.51
Natural language0.02
Vision0.00
Speech0.00

Ownership

SYMANTEC CORPORATION

assignment · 169470344

Assignors

HARDMAN, DANIEL H.

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

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