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.:
Date of Patent:
Aug. 06, 2024
Filed:
Jul. 18, 2023
Method, apparatus and medium for optimizing allocation of switching resources in polymorphic network
Zhejiang Lab, Zhejiang, CN;
Huifeng Zhang, Hangzhou, CN;
Congqi Shen, Hangzhou, CN;
Tao Zou, Hangzhou, CN;
Jun Zhu, Hangzhou, CN;
Ruyun Zhang, Hangzhou, CN;
Qi Xu, Hangzhou, CN;
Hanguang Luo, Hangzhou, CN;
Xingchang Guo, Hangzhou, CN;
ZHEJIANG LAB, Hangzhou, CN;
Abstract
A method, an apparatus and a medium for optimizing allocation of switching resources in the polymorphic network. The method selects the ASIC switching chip, FPGA and PPK software switching on the polymorphic network element based on machine learning, and specifically comprises the following steps: manually pre-configuring, formulating basic rules for polymorphic software and hardware co-processing; offline learning, designing training configuration in the offline learning stage to capture different switching resource usage variables, running experiments to generate the original data of a training classifier, and using the generated performance indices to train the model offline; and online reasoning, obtaining switching resource allocation advises, and updating modality codes according to the switching resource allocation advises.