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:
Nov. 26, 2024

Filed:

May. 31, 2023
Applicant:

A5g Networks, Inc., Nashua, NH (US);

Inventors:

Rajesh Kumar Mishra, Westford, MA (US);

Kaitki Agarwal, Westford, MA (US);

Assignee:

A5G Networks, Inc., Nashua, NH (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 12/00 (2006.01); H04L 41/0246 (2022.01); H04L 41/08 (2022.01); H04L 41/0823 (2022.01); H04L 41/14 (2022.01); H04L 41/16 (2022.01); H04L 41/5019 (2022.01);
U.S. Cl.
CPC ...
H04L 41/16 (2013.01); H04L 41/0246 (2013.01); H04L 41/0823 (2013.01); H04L 41/0886 (2013.01); H04L 41/14 (2013.01); H04L 41/5019 (2013.01);
Abstract

A system and method for dynamically creating distributed, self-adjusting and optimizing core network with machine learning is disclosed. The method includes receiving a request to access one or more services and establishing a secure real time communication session with one or more client devices and a set of service layers based on the received request. The method further includes determining one or more service parameters based on the received request and sending one or more handshake messages to each of the set of service layers. Further, the method includes determining one or more environmental parameters and determining best possible service layer capable of processing the received request by using a trained service based ML model. The method includes processing the request at the determined best possible service layer and terminating or transferring the secure real time communication session after the request is processed.


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