MONITORING DATA ANALYZING APPARATUS, MONITORING DATA ANALYZING METHOD, AND MONITORING DATA ANALYZING PROGRAM

Patent №

US 9,465,713

Granted

2016-10-11

Filed 2013

Owner

NEC CORPORATION

Lab

AI components

4

ml · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13824539

An object of the present invention is to improve prediction accuracy for a performance value of a monitoring target system even if the performance value is substantially different for each of patterns of use. A monitoring data analyzing apparatus includes a regression-model recalculating section 14 configured to combine regression models, which are generated for each of a plurality of groups into which log data including monitoring data in a monitoring target system set as a target of performance management is classified, using the log data belonging to the groups corresponding to the regression models and test target log data, which is the log data set as a target of a performance test, to recalculate the regression models.

Machine learningKnowledge representationEvolutionary computationAI hardwareG06F 11/3409G06F 11/3447G06F 11/3452G06F 11/3485G06F 11/3476G06F 2201/81G06F 2201/88

AI classification

Knowledge representation0.93
AI hardware0.92
Machine learning0.67
Evolutionary computation0.51
Planning0.39
Natural language0.02
Speech0.00
Vision0.00

Ownership

NEC CORPORATION

assignment · 300320772

Assignors

TONOUCHI, TOSHIO

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

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