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:
Jun. 23, 2026

Filed:

Mar. 18, 2025
Applicant:

F5, Inc., Seattle, WA (US);

Inventors:

Laurent Querel, Gilroy, CA (US);

Kevin W. Baughman, Natick, MA (US);

Dmitry M. Kit, Marietta, GA (US);

Joseph Daniel Baker, Amherst, NH (US);

Assignee:

F5, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 7/08 (2006.01); G06F 16/22 (2019.01); G06F 16/25 (2019.01);
U.S. Cl.
CPC ...
G06F 16/258 (2019.01); G06F 7/08 (2013.01); G06F 16/221 (2019.01);
Abstract

Methods, network traffic management apparatuses, non-transitory computer readable media, and systems that optimize transport of unknown and changing unstructured log data in a network environment. The method includes retrieving one or more entries associated with target unstructured log data; structuring the one or more entries into sorted structured batches comprising structured data and sorted unstructured batches without structured data, based on a current configuration and producing current batch metadata; converting the sorted structured batches into columnar-oriented representation; compressing the columnar-oriented batches; evaluating the compressed columnar-oriented batches by comparing a compression ratio of compressed sizes of the sorted structured batches and the sorted unstructured batches using the current batch metadata thereby producing a compression rate; receiving the compression rate and the current batch metadata; and determining an optimized configuration for the retrieved one or more entries; and repeating the above steps using the optimized configuration.


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