US 12,271,423 B1
Automated provision of a listing of events related and corresponding attributes related to a selected event through generation of graph-based dense representations of events of a nodal graph
Julien Didier Jean Veron Vialard, Stanford, CA (US); Subhabrata Majumdar, Seattle, WA (US); and Joseph Ari Ross, Redwood City, CA (US)
Assigned to Splunk LLC, San Jose, CA (US)
Filed by Splunk, Inc., San Francisco, CA (US)
Filed on Jul. 28, 2022, as Appl. No. 17/876,412.
Claims priority of provisional application 63/351,812, filed on Jun. 13, 2022.
Int. Cl. G06F 17/00 (2019.01); G06F 7/00 (2006.01); G06F 16/22 (2019.01); G06F 16/901 (2019.01); G06N 3/08 (2023.01)
CPC G06F 16/9024 (2019.01) [G06F 16/2237 (2019.01); G06N 3/08 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computerized method comprising:
receiving incoming data including event data;
extracting alerts from the event data based on a graph ontology, wherein each alert corresponds to an event that is associated with a notification policy and includes information resulting from processing of the received incoming data;
generating a graph-based dense representation of each alert extracted from the event data according to the graph ontology, wherein the graph-based dense representations associated with the alerts are stored in a vector database;
computing relatedness scores between each alert of the extracted alerts;
generating a listing of the alerts related to a selected alert, wherein the listing of the alerts is ordered by corresponding relatedness scores between the alerts and the selected alert; and
generating a graphical user interface illustrating the listing of the alerts related to the selected alert, wherein the graphical user interface is rendered on a display screen.