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.
AI classification
Ownership
BMC SOFTWARE, INC.
assignment · 571160673
Assignors
SLINGER, NIGEL, ZHU, WENJIE
On an employer assignment, the assignors are typically the inventors.