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. 03, 2024
Filed:
Jan. 26, 2022
Dell Products L.p., Round Rock, TX (US);
Siva Rama Krishna Kottapalli, North Chelmsford, MA (US);
Karthik Hubli, Northborough, MA (US);
Bina Thakkar, Cary, NC (US);
DELL PRODUCTS L.P., Round Rock, TX (US);
Abstract
The described technology is generally directed towards processing structured data corresponding to system information such as alerts, logs, events, health check data and the like, to identify stateful flows from the structured data. Identical flows are combined, similar flows, based on similarity scores obtained from stateful flows are combined, and incremental stateful flows are combined. Neural networks can be used to identify the similar flows and incremental flows. A distribution can be obtained based on counts of the different stateful flows that remain after combining the identical, similar and incremental stateful flows; a neural network that accounts for subtle differences can be used to provide a more accurate distribution than simple counts. Anomalous stateful flows can be identified from the distribution, with some action taken for an anomalous stateful flow, e.g., to send a notification or other output to a support engineer of the like for proactive issue detection.