USING AN EVENT GRAPH SCHEMA FOR ROOT CAUSE IDENTIFICATION AND EVENT CLASSIFICATION IN SYSTEM MONITORING

Patent №

US 11,640,329

Granted

2023-05-02

Filed 2021

Owner

BMC SOFTWARE, INC.

Lab

AI components

2

kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17444102

An event graph schema for a technology landscape may be determined, where the technology landscape is characterized using scores assigned to performance metrics. The event graph schema may include a plurality of nodes corresponding to the performance metrics and the scores, and directional edges connecting node pairs of the plurality of nodes, with each directional edge having a score-dependent validity criteria defined by scores of a corresponding node pair. Anomalous scores associated with an event within the technology landscape may be used to find anomalous nodes. Valid edges connecting two of the anomalous nodes and satisfying the score-dependent validity criteria thereof may be used to determine at least one path that includes the valid edges and connected anomalous nodes. In this way, it is possible to traverse the at least one path to identify at least one of the connected anomalous nodes as a root cause node of the event.

Knowledge representationPlanningG06F 11/079G06F 11/0772G06F 11/2263G06F 11/3006G06F 11/3075G06F 11/327G06F 11/3409G06F 11/3447+2 more

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.26
AI hardware0.11
Vision0.03
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

BMC SOFTWARE, INC.

assignment · 571160673

Assignors

SLINGER, NIGEL, ZHU, WENJIE

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

© 2026 NYSGPT2525 LLC