• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2010, Vol. 32 ›› Issue (1): 101-104.doi: 10.3969/j.issn.1007130X.2010.

• 论文 • 上一篇    下一篇

基于粗糙集的负载均衡算法研究

  

  1. (中南大学信息科学与工程学院,湖南 长沙 410083)
  • 收稿日期:2008-09-18 修回日期:2008-12-03 出版日期:2010-01-18 发布日期:2010-01-18
  • 通讯作者: 陈亮 E-mail:lc_zn2006@163.com
  • 作者简介:陈亮(1984-),男,安徽黄山人,硕士生,研究方向为计算智能和信息融合;王加阳,教授,研究方向为计算智能与信息融合等。

Research on the  Load Balancing AlgorithmsBased on Rough Sets

  1. (School of Information Science and Engineering,Central South University,Changsha 410083,China)
  • Received:2008-09-18 Revised:2008-12-03 Online:2010-01-18 Published:2010-01-18

摘要:

在负载均衡服务器集群中,负载均衡算法是一个关键部分。针对目前服务器集群使用的负载均衡算法所存在的缺陷:服务器可能出现较大倾斜,本文提出了一种基于粗糙集理论的动静结合的负载均衡算法。该算法避免了服务器间负载的不均衡,能有效地防止服务器倾斜的发生,提高了集群系统的整体性能。

关键词: 服务器集群, 负载均衡, 粗糙集, 动态反馈

Abstract:

In a load balancing cluster, the core of task distribution is the load balancing algorithm. Considering the deficiency in the load balancing algorithms adopted at present by the cluster servers,we know the servers may be skew. A new load balancing algorithm, which is based on the rough set theory and integrates the strong points of static and dynamic load balancing algorithms, is proposed in this paper. It avoids load imbalancing among servers, prevents the servers to be skew, and improves the performance of the server clustering system.

Key words: server cluster;load balancing;rough set;dynamic feedback

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