Resource allocation method and device for network slices, storage medium and electronic equipment

Abstract

The invention belongs to the technical field of mobile communication, and relates to a resource allocation method and device for network slices, a storage medium and electronic equipment. The method comprises the following steps: acquiring an initial network resource and a slice type, and initializing the initial network resource according to the slice type to obtain a service network resource; performing resource modeling on the service network resources according to the slice type to obtain slice performance, and establishing an optimization target according to the slice performance; and performing optimal strategy solution on the optimization target by using deep reinforcement learning to determine a target network slice. According to the invention, the time delay and the energy consumption are considered in a combined manner, the slice performance is modeled and designed from the global performance, the resource allocation effect of reducing the service energy consumption on the basis of meeting the service time delay and efficiency requirements is realized, the service-type-oriented network slice deployment is realized, and the network slice deployment efficiency is improved. The artificial intelligence algorithm is used for designing appropriate network slicing strategies for different service types, effective allocation of network resources is achieved, the service experience of users is optimized, and the user backflow degree is improved.

Description

technical field [0001] The present disclosure relates to the field of mobile communication technologies, and in particular, to a resource configuration method for network slicing, a resource configuration device for network slicing, a computer-readable storage medium, and an electronic device. Background technique [0002] With the rapid development of 5G (5th Generation Mobile Communication Technology, the fifth generation mobile communication technology) technology, the wireless network has been greatly improved in terms of throughput, reliability, number of connections and transmission delay, refined and diversified Business scenarios emerge one after another. Based on this, the network slicing technology of "logical separation and business matching" can plan a specific service function chain and enhance the self-organization and self-management capabilities of the network, which has received extensive attention from academia and industry. [0003] However, there are few...

AI Technical Summary

Problems solved by technology

[0006] The purpose of the present disclosure is to provide a resource configuration method for network slicing, a resource configuration device for network slicing, a computer-readable storage medium, and an electronic device, so as to overcome the resource constraints of network slicing caused by the limitations of related technologies at least to a certain extent. Technical problems of insufficient configuration comprehensiveness and poor configuration effect

Images