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:
Sep. 15, 2026
Filed:
May. 23, 2024
Oracle International Corporation, Redwood Shores, CA (US);
Hari Bhaskar Sankaranarayanan, Bangalore, IN;
Dwijen Bhattacharjee, Karnataka, IN;
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
Embodiments predict failures in a cloud infrastructure. Embodiments generate a graphical representation of a plurality of features of the cloud based network, the graphical representation including a plurality of nodes and corresponding relationships between the nodes, each node corresponding to one of the plurality of features. Embodiments monitor for events for the plurality of features, the events corresponding to one or more of the nodes, to generate monitored events, and populate a graph database with the monitored events. Embodiments classify each of the nodes with a trained graph neural network ('GNN'), the classification including a prediction of a failure of at least one node. Based on the classifying, for a first failure node corresponding to the prediction, embodiments generate a new alert corresponding to the first failure node.