REAL-TIME EVENT CORRELATION IN INFORMATION NETWORKS

Patent №

US 10,693,711

Granted

2020-06-23

Filed 2018

Owner

EMC IP HOLDING COMPANY LLC

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15922268

Systems and methods are provided for managing information networks. A delta causality matrix is generated based on newly discovered topology changes in an information network. The delta causality matrix specifies changes in problem-symptom relationships of a causality matrix associated with constituent objects in a previous topology of the information network. The delta causality matrix is utilized to modify at least one context which comprises a first set of related symptoms and problems associated with the constituent objects in the previous topology of the information network. The modified context includes a second set of related symptoms and problems associated with constituent objects of the modified topology of the information network. An event correlation operation is performed utilizing the modified context and active symptoms detected in the information network, to determine at least one problem which has a symptom signature that corresponds to the set of current symptoms.

Knowledge representationPlanningH04L 41/0631G06F 11/0709G06F 11/079G06F 11/3048H04L 41/12G06N 7/01H04L 41/16

AI classification

Planning1.00
Knowledge representation0.97
Machine learning0.46
AI hardware0.35
Natural language0.27
Evolutionary computation0.06
Speech0.03
Vision0.03

Ownership

EMC IP HOLDING COMPANY LLC

assignment · 452360964

Assignors

GARG, AMAN, DASWANI, ASHWIN, DESAI, MAYANK D.

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

From the same owner

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