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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.:

US 12045676 B1

PDFFull Text
Date of Patent:
Jul. 23, 2024

Filed:

Nov. 12, 2021

Automation solutions for event logging and debugging on kubernetes

Applicant:

New Relic, Inc., San Francisco, CA (US);

Inventors:

Zain Mohamed Asgar, San Francisco, CA (US);

Omid Jalal Azizi, San Francisco, CA (US);

James Michael Bartlett, San Francisco, CA (US);

Ruizhe Cheng, San Francisco, CA (US);

Phillip Kuznetsov, San Francisco, CA (US);

Ishan Mukherjee, San Francisco, CA (US);

Michelle Aimi Nguyen, San Francisco, CA (US);

Natalie Grace Serrino, San Francisco, CA (US);

Yaxiong Zhao, San Francisco, CA (US);

Assignee:

New Relic, Inc., San Francisco, CA (US);

Attorney:

Taylor English Duma LLP

Primary Examiner:

Tuan C Dao

Int. Cl.
CPC ...
G06F 9/54 (2006.01); G06F 8/60 (2018.01); G06F 11/07 (2006.01); G06F 11/30 (2006.01); G06F 11/32 (2006.01); G06F 11/34 (2006.01); G06F 11/36 (2006.01); G06F 16/2455 (2019.01); G06F 16/26 (2019.01); G06F 16/28 (2019.01); G06N 5/02 (2023.01); G06N 20/00 (2019.01); H04L 9/40 (2022.01);
U.S. Cl.
CPC ...
G06F 9/545 (2013.01); G06F 8/60 (2013.01); G06F 9/542 (2013.01); G06F 11/0709 (2013.01); G06F 11/3006 (2013.01); G06F 11/3089 (2013.01); G06F 11/3093 (2013.01); G06F 11/323 (2013.01); G06F 11/3476 (2013.01); G06F 11/3495 (2013.01); G06F 11/362 (2013.01); G06F 16/2455 (2019.01); G06F 16/26 (2019.01); G06F 16/285 (2019.01); G06N 5/02 (2013.01); G06N 20/00 (2019.01); H04L 63/02 (2013.01);
Abstract

Automation solutions for event logging and debugging on KUBERNETES are disclosed. A method for identifying and clustering events on a distributed application cluster includes providing a distributed agent configured to run on the distributed application cluster, the distributed application cluster including a plurality of nodes, wherein at least one distributed application runs on each node of the plurality of nodes, and providing a plurality of edge modules, each edge module being configured to run on a corresponding node of the plurality of nodes. A plurality of data coresets corresponding to each node of the plurality of nodes are tracked via the plurality of edge modules. A unified data coreset is generated by merging the plurality of data coresets and the unified data coreset is transferred to the distributed agent to train an unsupervised model configured to identify and cluster events across the distributed application cluster.

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