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用于3G 网络监管的负载平衡方法及其稳定性分析

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  • 东南大学信息科学与工程学院,南京210096
作者简介:黄杰,博士,副教授,研究方向:并行计算、内容安全与无线传感器网络,E-mail: jhuang@seu.edu.cn

收稿日期: 2010-04-23

  修回日期: 2010-10-05

  网络出版日期: 2010-11-25

基金资助

国家“863”高技术研究发展计划基金(No.2007AA01Z432)资助

Dynamic Load Balancing and Stability Analysis for 3G Network Security Management

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  • School of Information Science and Engineering, Southeast University, Nanjing 210096, China

Received date: 2010-04-23

  Revised date: 2010-10-05

  Online published: 2010-11-25

摘要

摘要: 为了处理3G 网络监管系统中产生的海量数据,该文提出一种负载平衡算法. 在分布式动态负载平衡模型的基础上,采用负载选择分配策略设计了随机转移负载的时延模型,并给出了增益系数的取值. 根据控制论的相关理论和方法对该算法进行稳定性分析,验证了本算法符合3G 监管需求,并据此修正了多余负载转移的百分比公式.

本文引用格式

黄杰, 黄蓓, 黄秋岑 . 用于3G 网络监管的负载平衡方法及其稳定性分析[J]. 应用科学学报, 2010 , 28(6) : 585 -591 . DOI: 10.3969/j.issn.0255-8297.2010.06.006

Abstract

To deal with massive data produced by the 3G network security management system, a load balancing algorithm is developed. Base on Hayat’s dynamic load balancing model for a distributed system, a stochastic load-transfer delay model is proposed using selective load allocation. The optimal value of the load balancing gain is given via simulation. Stability of the load balancing method is a key issue in parallel computation.
Unstable behaviors can greatly influence the performance. By analyzing stability of the improved algorithm using the control theory and the related techniques, a formula for the percentage of excessive load is revised to satisfy the demand of 3G-network security management.

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