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Communication network architecture generation method and device, electronic equipment and medium

A communication network and equipment technology, applied in the field of data processing, can solve the problems of not fully reflecting the intelligent characteristics of base station equipment, not considering the intelligentization of network control plane and management plane, and achieve the effect of optimizing business processing efficiency

Pending Publication Date: 2022-04-08
BEIJING UNIV OF POSTS & TELECOMM
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Problems solved by technology

But it does not consider the intelligentization of the network control plane and management plane at the edge
In addition, the existing network architecture does not fully reflect the intelligent characteristics of base station equipment

Method used

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  • Communication network architecture generation method and device, electronic equipment and medium
  • Communication network architecture generation method and device, electronic equipment and medium
  • Communication network architecture generation method and device, electronic equipment and medium

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Embodiment Construction

[0045] Various exemplary embodiments of the present application will now be described in detail with reference to the accompanying drawings. It should be noted that the relative arrangements of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present application unless specifically stated otherwise.

[0046] At the same time, it should be understood that, for the convenience of description, the sizes of the various parts shown in the drawings are not drawn according to the actual proportional relationship.

[0047] The following description of at least one exemplary embodiment is merely illustrative in nature and not intended as any limitation of the application, its application or uses.

[0048] Techniques, methods and devices known to those of ordinary skill in the relevant art may not be discussed in detail, but where appropriate, such techniques, methods and devices should be considered part of ...

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Abstract

The invention discloses a communication network architecture generation method and device, electronic equipment and a medium. By applying the technical scheme of the invention, the distributed unit DU and the centralized unit CU of the base station equipment can be utilized, and the distributed unit DU and the centralized unit CU form a communication network architecture together with the edge node. In this way, the model parameters of the device nodes in the communication network aggregation network can be aggregated subsequently to obtain aggregated model parameters, and the aggregated model parameters are used for hierarchical learning training to obtain a hierarchical federated learning model for service processing at a user equipment end or a base station end. And thus, the purpose of optimizing the service processing efficiency by using the communication network architecture is achieved.

Description

technical field [0001] This application relates to data processing technology, especially a method, device, electronic equipment and medium for generating a communication network architecture. Background technique [0002] The architecture of the existing communication network refers to the "cloud-edge-end" three-layer intelligent architecture, where the edge intelligence usually refers to the edge server, which is used to handle tasks such as calculations on the user data plane. However, it does not consider the intelligentization of the network control plane and management plane at the edge. In addition, the existing network architecture does not fully reflect the intelligent characteristics of base station equipment. [0003] Therefore, how to design a communication network architecture that can make full use of various node devices has become a problem to be solved by those skilled in the art. Contents of the invention [0004] Embodiments of the present application ...

Claims

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Application Information

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IPC IPC(8): H04W24/02G06N20/00
CPCG06N20/00H04W24/02
Inventor 崔琪楣梁盛源赵博睿任崇万陶小峰
Owner BEIJING UNIV OF POSTS & TELECOMM
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