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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 10841821 B1

PDFFull Text
Date of Patent:
Nov. 17, 2020

Filed:

Feb. 01, 2019

Node profiling based on combination of performance management (pm) counters using machine learning techniques

Applicant:

Hcl Technologies Limited, Uttar Pradesh, IN;

Inventor:

Rahul Soundrarajan, Bengaluru, IN;

Assignee:

HCL TECHNOLOGIES LIMITED, , IN;

Attorney:

Hayes Soloway P.C.

Primary Examiner:

Michael A Keller

Assistant Examiner:

Thao D Duong

Int. Cl.
CPC ...
G06F 15/173 (2006.01); H04W 24/08 (2009.01); G06F 11/34 (2006.01); G06F 11/30 (2006.01); G06N 20/00 (2019.01); H04L 12/26 (2006.01);
U.S. Cl.
CPC ...
H04W 24/08 (2013.01); G06F 11/3006 (2013.01); G06F 11/3409 (2013.01); G06N 20/00 (2019.01); H04L 43/04 (2013.01); H04L 43/065 (2013.01); H04L 43/0823 (2013.01);
Abstract

Disclosed is a system for profiling one or more nodes based on a hybrid Key Performance Indicator (KPI). Initially, a flag indicating an issue with a KPI is received. A set of Performance Management (PM) counters undergoing periodic changes in performance beyond a predefined threshold by using machine learning based statistical techniques is identified. The set of PM counters may comprise a set event based of PM counters and a set of protocol based PM counters. A hybrid KPI is created based on combination of the set event based of PM counters and the set of protocol based PM counters. One or more nodes are profiled by comparing the hybrid KPI associated to the node with hybrid KPI corresponding to each of the one or more nodes.

Find Patent Forward Citations

Soundrarajan, Rahul. (2020). Node profiling based on combination of performance management (pm) counters using machine learning techniques (U.S. Patent No. 10841821). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10841821

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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