An Optimal Load Balancing Method for the Web-Server Cluster Based on the ANFIS Model

Ilseok HAN  Wanyoung KIM  Hagbae KIM  

IEICE TRANSACTIONS on Information and Systems   Vol.E88-D   No.3   pp.652-653
Publication Date: 2005/03/01
Online ISSN: 
DOI: 10.1093/ietisy/e88-d.3.652
Print ISSN: 0916-8532
Type of Manuscript: LETTER
Category: Computer Systems
linux virtual server,  load balancing,  ANFIS,  linux clustering,  server monitoring,  traffic distribution,  

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This paper presents an optimal load balancing algorithm based on both of the ANFIS (Adaptive Neuro-Fuzzy Inference System) modeling and the FIS (Fuzzy Inference System) for the local status of real servers. It also shows the substantial benefits such as the removal of load-scheduling overhead, QoS (Quality of Service) provisioning and providing highly available servers, provided by the suggested method.