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.

Date of Patent:
Sep. 02, 2025

Filed:

Jan. 31, 2023
Applicant:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Inventors:

William Redington Hewlett, Ii, Mountain View, CA (US);

Sujit Rokka Chhetri, Santa Clara, CA (US);

Brody James Kutt, Santa Clara, CA (US);

Shan Huang, San Jose, CA (US);

Nandini Ramanan, Sunnyvale, CA (US);

Sheng Yang, Santa Clara, CA (US);

Min Du, Santa Clara, CA (US);

Assignee:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04L 9/40 (2022.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
H04L 63/145 (2013.01); H04L 41/16 (2013.01);
Abstract

The present application discloses a method, system, and computer system for classifying stream data at an edge device. The method includes obtaining a stream of a file at the edge device, aligning a predetermined amount of data in chunks associated with the stream of the file, processing a plurality of aligned chunks associated with the stream of the file using a machine learning model, and classifying, at the edge device, the file based at least in part on a classification of the plurality of aligned chunks.


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