Resource allocation service platform based on 5G slicing network

By introducing a service requirement analysis module and a 5G network slicing optimization module into the 5G network slicing resource allocation service platform, combined with technical means such as BERT model and genetic algorithm, the problems of complexity and lack of real-time optimization of slicing resource allocation in 5G network are solved, and efficient resource utilization and optimized slicing configuration are achieved.

CN119835786AInactive Publication Date: 2025-04-15GUANGDONG LEGEND COMM CO LTD
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Patent Information

Application Number
CN202510029901.1
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-01-08
Publication Date
2025-04-15
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

In the slicing deployment and management of 5G networks, there are problems such as complex resource allocation, lack of real-time optimization mechanisms and low degree of automation of slice configurations, which leads to the inability to effectively meet diversified business needs and rapidly changing network environments.

Method used

A resource allocation service platform based on 5G slicing network is proposed, including a service requirement analysis module, a 5G network slicing resource allocation module, a 5G network slicing generation module and a 5G network slicing optimization module. The platform dynamically generates and optimizes resource allocation strategies through technical means such as BERT model, principal component analysis method, linear planning method and genetic algorithm to realize automated configuration and real-time optimization of slices.

Benefits of technology

It realizes dynamic resource allocation, adapts to network load changes and business demand diversity, improves resource utilization efficiency and service quality, and enhances the flexibility and self-healing ability of the network.

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Abstract

The invention discloses a resource allocation service platform based on a 5G slice network, and relates to the field of 5G networks, and the method comprises a service demand analysis module which is used for generating service demand information based on user request information and service demand parameters provided by a service system; the 5G network slice resource allocation module is used for generating a resource allocation strategy based on the service demand information and the current network resource state information; the 5G network slice generation module is used for generating and configuring 5G network initial slice information according to the service demand information and the resource allocation strategy; and the 5G network slice optimization module is used for generating 5G network optimized slice information based on the real-time monitoring data and the 5G network initial slice information.
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Citation Information

Patent Citations

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    CN113596925A

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    CN117998594A

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    CN118540804A

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