SYSTEM OPERATIONS MANAGEMENT APPARATUS, SYSTEM OPERATIONS MANAGEMENT METHOD AND PROGRAM STORAGE MEDIUM

Patent №

US 8,959,401

Granted

2015-02-17

Filed 2011

Owner

NEC CORPORATION

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13133718

In a system operations management apparatus, a burden to a system administrator when providing a decision criterion in detection of a failure in the future is reduced. The system operations management apparatus 1 includes a performance information accumulation unit 12, a model generation unit 30 and an analysis unit 31. The performance information accumulation unit 12 stores performance information including a plurality of types of performance values in a system in time series. The model generation unit 30 generates a correlation model including one or more correlations between the different types of performance values stored in the performance information accumulation unit 12 for each of a plurality of periods having one of a plurality of attributes. The analysis unit 31 performs abnormality detection of the performance information of the system which has been inputted by using the inputted performance information and the correlation model corresponding to the attribute of a period in which the inputted performance information has been acquired.

Machine learningPlanningAI hardwareG06F 11/079G06F 11/0709G06F 11/0751G06F 11/0787G06F 11/3452G06Q 10/02

AI classification

Planning1.00
AI hardware0.67
Machine learning0.59
Knowledge representation0.40
Evolutionary computation0.02
Natural language0.01
Vision0.00
Speech0.00

Ownership

NEC CORPORATION

assignment · 264230759

Assignors

KATO, KIYOSHI

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

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