Load balancing method and device and computing equipment

A technology of load balancing and computing transfer, applied in digital transmission systems, data exchange networks, network traffic/resource management, etc., can solve problems such as lagging business and poor effect of load balancing solutions

Pending Publication Date: 2021-04-09
中国移动通信集团陕西有限公司 +1
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The current network load balancing method is manual analysis and manual adjustment, the adjustment frequency is much lower than the change of business model, the effect is poor, and the adjustment of parameters is based on historical user data, and the load balancing scheme lags behind the business

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Load balancing method and device and computing equipment
  • Load balancing method and device and computing equipment
  • Load balancing method and device and computing equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0027]An exemplary embodiment of the present invention will be described in more detail below with reference to the accompanying drawings. While the exemplary embodiments of the present invention are shown in the drawings, it is understood that the present invention can be implemented in various forms and is not limited thereto. Instead, these embodiments are provided to be more thoroughly understood, and the range of the scope of the invention can be communicated to those skilled in the art.

[0028]figure 1 A flow chart showing a load balancing method provided in one embodiment of the present invention is shown. This method is applied to computing devices. Such asfigure 1 As shown, the method includes the following steps:

[0029]Step 110 obtains historical data of the neighboring area of ​​the source cell and the source cell.

[0030]Among them, the neighboring area of ​​the source cell and the source cell is a non-frequency cell. When the source cell load is large, the load of the neighb...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The embodiment of the invention relates to the technical field of wireless communication, and discloses a load balancing method and device and computing equipment. The method comprises the following steps: acquiring historical data of a source cell and an adjacent cell of the source cell; training a prediction model constructed based on a preset extreme gradient boosting algorithm according to the historical data; predicting the number of future users of the source cell and the neighbor cell according to the trained prediction model; calculating the number of transfer users according to the number of future users of the source cell and the neighbor cell; judging whether a load balancing trigger threshold is reached or not; and if so, carrying out load balancing according to the number of the transfer users. Through the above mode, the embodiment of the invention can predict the number of cell users in advance, and achieves the purpose that the load balancing parameter adjustment frequency is higher than the service model change frequency.

Description

Technical field[0001]Embodiments of the present invention relate to wireless communication technology, and more particularly to a load balancing method, apparatus, and computing device.Background technique[0002]With the rapid development of mobile Internet services, the continuous optimization of operators' traffic tariff packages, LTE network users have grown rapidly, and the LTE network of some hotspots is too high, congestion, etc., to alleviate network high loads and congestion problems in hotspots Operators are gradually deployed with a double-layer mesh or multi-layer network. The user of the same area is borne by multi-band multi-layer network, but since the user's arrival rate, the transmission service type is random change, ie It is uneven, the service request of the hot spot is much higher than an acceptable level, while others still have available resources to serve more users. The process of transferring too much business in the hotspot cell to a lighter cell in the hots...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): H04W28/08H04L12/24
CPCH04W28/08H04L41/145H04L41/147
Inventor 高瑜鸿李连本张之栋贾磊王万宁
Owner 中国移动通信集团陕西有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap