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CN-121985374-A - Network resource allocation method, network resource allocation device, computer equipment, readable storage medium and program product

CN121985374ACN 121985374 ACN121985374 ACN 121985374ACN-121985374-A

Abstract

The present application relates to a method, an apparatus, a computer device, a computer readable storage medium and a computer program product for allocating network resources. The method comprises the steps of obtaining multi-dimensional data corresponding to a service, wherein the multi-dimensional data comprises user side data, network side performance indexes and wireless load data, carrying out quality difference assessment based on the multi-dimensional data to determine target quality difference data, generating a target resource guarantee strategy if the wireless load data meets the terminal side performance indexes and the quality difference condition is determined to be met based on the target quality difference data, and distributing target network resources to the user through the target resource guarantee strategy. By adopting the method, the demand prediction, the resource prediction and the quality difference evaluation are carried out based on the multidimensional data, so that the perceivable user experience and the predictable demand are realized, the matching of the user demand and the resource guarantee is ensured, the user experience is improved, and the utilization rate of network resources is further improved.

Inventors

  • LIU SHUANGYUE
  • YIN JUN

Assignees

  • 中国电信股份有限公司技术创新中心
  • 中国电信股份有限公司

Dates

Publication Date
20260505
Application Date
20260109

Claims (11)

  1. 1. A method for allocating network resources, applied to a network data analysis function NWDAF, the method comprising: Acquiring multi-dimensional data corresponding to a service, wherein the multi-dimensional data comprises user side data, network side performance indexes and wireless load data, and the user side data comprises service operation data, user operation data and terminal side performance indexes; performing quality difference evaluation based on the multi-dimensional data to determine target quality difference data; If the wireless load data meets the terminal side performance index and the quality difference condition is determined to be met based on the target quality difference data, generating a target resource guarantee strategy; and distributing target network resources to the user through the target resource guarantee strategy.
  2. 2. The method of claim 1, wherein the determining target quality difference data based on the quality difference evaluation of the multi-dimensional data comprises: performing quality difference assessment based on the user side data and/or the network side performance index to determine initial quality difference data; And if the wireless load data does not meet the terminal side performance index, adjusting the terminal side performance index based on the network side performance index to obtain an updated terminal side performance index, performing quality difference adjustment on the initial quality difference data based on the updated terminal side performance index to obtain updated quality difference data, and determining the updated quality difference data as target quality difference data.
  3. 3. The method according to claim 1, wherein the method further comprises: The method comprises the steps of carrying out prediction based on user operation data to determine demand prediction data, and carrying out prediction based on wireless load data to determine load prediction data; And if the load prediction data meets the demand prediction data, generating a resource pre-guarantee strategy based on the user operation data, and distributing network resources for the user within an operation time period corresponding to the user operation data through the resource pre-guarantee strategy.
  4. 4. The method according to claim 1, wherein the method further comprises: And judging based on the service operation data, the network side performance index and the target quality difference data, and if the abnormal operation condition is determined to be met, determining that the quality difference condition is met.
  5. 5. The method of claim 1, wherein said allocating target network resources to said user via said target resource security policy comprises: and establishing a special load through the target resource guarantee strategy, and distributing target network resources for the user through the special load.
  6. 6. The method according to claim 1, wherein the method further comprises: Periodically acquiring a resource feedback result of the user through the NEF, wherein the resource feedback result is obtained after target network resources are allocated to the user; Generating an enhanced resource guarantee strategy if the quality difference condition is determined to be met based on the resource feedback result, wherein the enhanced resource guarantee strategy comprises a low-delay guarantee strategy and/or a high-bandwidth guarantee strategy, or And if the quality difference condition is not met based on the resource feedback result, maintaining to operate the target resource guarantee strategy until the quality difference condition is met or the service is completed.
  7. 7. The method of claim 6, wherein the method further comprises: And establishing an enhanced dedicated load through the enhanced resource guarantee strategy, and distributing enhanced network resources to the user through the enhanced dedicated load.
  8. 8. An apparatus for allocating network resources, applied to a network data analysis function NWDAF, the apparatus comprising: The system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring multidimensional data corresponding to a service, the multidimensional data comprises user side data, network side performance indexes and wireless load data, and the user side data comprises service operation data, user operation data and terminal side performance indexes; The first determining module is used for carrying out quality difference evaluation based on the multi-dimensional data and determining target quality difference data; The first generation module is used for generating a target resource guarantee strategy if the wireless load data meets the terminal side performance index and the quality difference condition is determined to be met based on the target quality difference data; And the distribution module is used for distributing the target network resources to the users through the target resource guarantee strategy.
  9. 9. A communication device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any of claims 1 to 7 when the computer program is executed.
  10. 10. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 7.
  11. 11. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 7.

Description

Network resource allocation method, network resource allocation device, computer equipment, readable storage medium and program product Technical Field The present application relates to the field of wireless communications technologies, and in particular, to a method, an apparatus, a computer device, a computer readable storage medium, and a computer program product for allocating network resources. Background Along with the service differentiation requirement of the 5G Network, a service differentiation guarantee scheme based on NWDAF (Network DATA ANALYTICS Function) is proposed in the industry, which makes a decision on a manually predefined guarantee policy based on a key performance indicator KPI of the service monitored by the Network, and implements the issuing of the predefined policy and resource recovery. However, the network side NWDAF cannot obtain the actual requirements of the user or the service and the actual experience data of the user, and network resources can be directly allocated to the user, and the resource allocation policy of the network side is disjointed from the actual requirements of the user, so that the utilization rate of the network resources is low. Disclosure of Invention In view of the foregoing, it is desirable to provide a network resource allocation method, apparatus, computer device, computer readable storage medium, and computer program product that can improve the matching degree between network resources and resource requirements and further improve the allocation efficiency of network resources. In a first aspect, the present application provides a method for allocating network resources, applied to a network data analysis function NWDAF, including: Acquiring multi-dimensional data corresponding to a service, wherein the multi-dimensional data comprises user side data, network side performance indexes and wireless load data, and the user side data comprises service operation data, user operation data and terminal side performance indexes; performing quality difference evaluation based on the multi-dimensional data to determine target quality difference data; If the wireless load data meets the terminal side performance index and the quality difference condition is determined to be met based on the target quality difference data, generating a target resource guarantee strategy; and distributing target network resources to the user through the target resource guarantee strategy. In one embodiment, the performing quality difference evaluation based on the multi-dimensional data, determining target quality difference data includes: performing quality difference assessment based on the user side data and/or the network side performance index to determine initial quality difference data; And if the wireless load data does not meet the terminal side performance index, adjusting the terminal side performance index based on the network side performance index to obtain an updated terminal side performance index, performing quality difference adjustment on the initial quality difference data based on the updated terminal side performance index to obtain updated quality difference data, and determining the updated quality difference data as target quality difference data. In one embodiment, the method further comprises: The method comprises the steps of carrying out prediction based on user operation data to determine demand prediction data, and carrying out prediction based on wireless load data to determine load prediction data; And if the load prediction data meets the demand prediction data, generating a resource pre-guarantee strategy based on the user operation data, and distributing network resources for the user within an operation time period corresponding to the user operation data through the resource pre-guarantee strategy. In one embodiment, the method further comprises: And judging based on the service operation data, the network side performance index and the target quality difference data, and if the abnormal operation condition is determined to be met, determining that the quality difference condition is met. In one embodiment, the allocating, by the target resource guarantee policy, the target network resource to the user includes: and establishing a special load through the target resource guarantee strategy, and distributing target network resources for the user through the special load. In one embodiment, the method further comprises: Periodically acquiring a resource feedback result of the user through the NEF, wherein the resource feedback result is obtained after target network resources are allocated to the user; Generating an enhanced resource guarantee strategy if the quality difference condition is determined to be met based on the resource feedback result, wherein the enhanced resource guarantee strategy comprises a low-delay guarantee strategy and/or a high-bandwidth guarantee strategy, or And if the quality difference condition is not met based