公开(公告)号：US11792137B2

公开(公告)日：2023-10-17

申请号：US17874313

申请日：2022-07-27

Applicant: UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA

Inventor： Gang Sun ,  Qing Li ,  Yuhui Wang ,  Hongfang Yu ,  Jian Sun ,  Jing Ren

IPC: H04L41/147 ,  H04L47/83

CPC classification number: H04L47/83 ,  H04L41/147

Abstract: A dynamic network resource allocation method based on network slicing is provided. A historical resource demand dataset of an accessed network slice is inputted into a first neural network for training. Based on a trained first neural network and the historical resource demand of the accessed network slice, a resource demand prediction information corresponding to the accessed network slice in a first prediction time period is determined. Resources are pre-allocated to the accessed network slice based on the resource demand prediction information, and resources are allocated to the accessed network slice when the first prediction time period arrives. In this way, the service provider can reasonably allocate network resources for network slices without violating the SLA, thus avoiding the waste of network resources.