FAILURE ANALYSIS DEVICE, AND SYSTEM AND METHOD FOR SAME

Patent №

US 9,065,728

Granted

2015-06-23

Filed 2013

Owner

HITACHI, LTD.

Lab

AI components

3

vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13819563

Systems, methods and devices for failure analysis are provided. Using aggregation flow mining (AFM) or a similar method, an integrated mining of flow (IMF) acquires, from each router to be tested, information relating to each flow. The IMF, in relation to each of the routers, obtains distributions of statistical information such as throughput or difference for each flow; calculates, in relation to each of the distributions, a Mahalanobis distance in relation to the expected value of a reference distribution; and makes a comprehensive assessment of the distributions to perform a fault determination. When the fault determination is performed, a normal value of the distribution used for comparison is acquired from AFM and updated through feedback as needed. After the results of fault determination relating to other routers are assessed, the expected value of the standard deviation and the average value of the reference distribution used for comparison are updated.

VisionPlanningAI hardwareH04L 41/06H04L 41/0631H04L 41/142H04L 45/28

AI classification

Planning1.00
Vision0.97
AI hardware0.73
Machine learning0.24
Knowledge representation0.01
Evolutionary computation0.00
Speech0.00
Natural language0.00

Ownership

HITACHI, LTD.

assignment · 303870019

Assignors

SHIMOKAWA, ISAO, TARUI, TOSHIAKI, MIYAMOTO, HIROKI, BABA, TOMOHIRO

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

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