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.
AI classification
Ownership
HITACHI, LTD.
assignment · 303870019
Assignors
SHIMOKAWA, ISAO, TARUI, TOSHIAKI, MIYAMOTO, HIROKI, BABA, TOMOHIRO
On an employer assignment, the assignors are typically the inventors.