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一种基于预测的动态负载均衡算法及实现

余钦水 李星毅

软件导刊2016,Vol.15Issue(3):59-62,4.
软件导刊2016,Vol.15Issue(3):59-62,4.DOI:10.11907/rjdk.1511443

一种基于预测的动态负载均衡算法及实现

A Dynamic Load Balancing Algorithm Based on Prediction and Its Implementation

余钦水 1李星毅1

作者信息

  • 1. 江苏大学计算机与通信工程学院,江苏镇江212013
  • 折叠

摘要

Abstract

With the massive popularity of cloud computing ,load balancing has appeared in the form of customer service on cloud platform .But the traditional load balancing algorithm can not take advantage of the ability of dynamically manage re‐sources on cloud computing platform .Dynamic prediction load balancing algorithm based on BP neural network which based on the current application load for real‐time load forecasting ,then made back‐end load balancer instance adjust poli‐cy based on trends of load that predicted .Experimental results show that the prediction of dynamic load balancing algo‐rithm can satisfy the user SLA ,saving resources .

关键词

云计算/负载均衡/BP神经网络/OpenStack

Key words

Load Balancing/BP Neural Network/OpenStack

分类

信息技术与安全科学

引用本文复制引用

余钦水,李星毅..一种基于预测的动态负载均衡算法及实现[J].软件导刊,2016,15(3):59-62,4.

软件导刊

1672-7800

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