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:
Oct. 13, 2026

Filed:

Aug. 29, 2024
Applicant:

Sun Yat-sen University, Guangdong, CN;

Inventors:

Zhaohui Li, Guangdong, CN;

Hanyu Gao, Guangdong, CN;

Xiaoliang Chen, Guangdong, CN;

Ruifeng Zhong, Guangdong, CN;

Assignee:

SUN YAT-SEN UNIVERSITY, Guangdong, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/0895 (2022.01); H04L 41/122 (2022.01); H04L 41/14 (2022.01); H04L 41/16 (2022.01); H04L 41/40 (2022.01);
U.S. Cl.
CPC ...
H04L 41/0895 (2022.05); H04L 41/122 (2022.05); H04L 41/145 (2013.01); H04L 41/16 (2013.01); H04L 41/40 (2022.05);
Abstract

The present invention provides a method and system for providing virtual network topology configuration services based on MAML and transfer learning, and a storage medium. The method includes: building a network architecture using a software-defined network; receiving, by the network architecture, configuration information to configure a virtual network topology; and calling, by the network architecture, an intelligent machine learning service providing module to execute an MAML algorithm and a transfer learning algorithm to provider a user with machine learning services, the machine learning services including quality of transmission estimation, fault management, and resource allocation.


Find Patent Forward Citations

Li, Zhaohui. (2026). Method, system, and storage medium for multi-granularity virtual network topology configuration in sdm optical networks utilizing maml and transfer learning (U.S. Patent No. 12764023). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12764023

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

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