Intelligent Fuzzy based Biasing Load Balancing Algorithm in Distributed Systems

被引：2

作者：

Barazandeh, Iman ^{[1
]}

Mortazavi, Seyed Saeedolah ^{[2
]}

Rahmani, Amir Masoud ^{[3
]}

机构：

[1] Mahshahr Branch, IAU, Dept Comp Engn, Mahshahr, Iran

[2] Shahid Chamran Uni, Dept Elect Engn, Ahvaz, Iran

[3] LAU, Dept Comp Engn, Sci & Res, Tehran, Iran

来源：

2009 IEEE 9TH MALAYSIA INTERNATIONAL CONFERENCE ON COMMUNICATIONS (MICC) | 2009年

关键词：

Load Balancing; Distributed Systems; Fuzzy Logic Controller; Biasing;

D O I：

10.1109/MICC.2009.5431403

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper proposes an intelligent load balancing algorithm that uses fuzzy logic control to consider inherent global system uncertainty of distributed systems. The algorithm is based on hierarchical structure. It use current load and last completed task waiting time on nodes as inputs of fuzzy controller and infer specific weights call bias as output. The loads get transmitted to groups and nodes based on their biases. Simulation results show that the proposed algorithm conform better performance compared to conventional algorithms.

引用

页码：713 / 718

页数：6

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