The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Apr. 08, 2025
Filed:
Jul. 28, 2022
Splunk, Inc., San Francisco, CA (US);
Julien Didier Jean Veron Vialard, Stanford, CA (US);
Subhabrata Majumdar, Seattle, WA (US);
Joseph Ari Ross, Redwood City, CA (US);
Splunk LLC, San Jose, CA (US);
Abstract
A computerized method is disclosed that includes operations of receiving incoming data including event data, extracting entities from the event data based on a graph ontology, generating a graph-based dense representation of each graph entity according to the graph ontology, wherein the graph-dense representations are stored in a vector database, computing relatedness scores between each of the entities, generating a listing of events related to a selected event, wherein the listing of events is ordered by corresponding relatedness scores, generating a graphical user interface illustrating the listing of events related to the selected event, and causing rendering of the graphical user interface on a display screen of a network device. Generating the graph-based dense representations may include training a graph neural network model on a corpus of metapaths to produce node embeddings.