Adaptive load balancing mechanism for server cluster

被引:0
|
作者
Park, Geunyoung [1 ]
Gu, Boncheol
Heo, Junyoung
Yi, Sangho
Han, Jungkyu
Park, Jaemin
Min, Hong
Piao, Xuefeng
Cho, Yookun
Park, Chang Won
Chung, Ha Joong
Lee, Bongkyu
Lee, Sangjun
机构
[1] Seoul Natl Univ, Seoul 151, South Korea
[2] Jeju Natl Univ, Cheju, South Korea
[3] Soongsil Univ, Seoul, South Korea
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Server cluster provides high availability, scalability, and reliability by gathering server nodes into a group. Client requests need to be distributed to each server node fairly to maximize the performance of server cluster. In this paper, we propose an adaptive and efficient load balancing algorithm for the server cluster. The proposed algorithm computes the load of server nodes with the usages of computer resources and their weights. These weights are determined dynamically based on the statistics of the usages. The experimental result shows that the proposed algorithm can prevent the bottleneck of server cluster efficiently compared with existing algorithms. This guarantees its adaptability even though there are changes to the characteristic of service.
引用
收藏
页码:549 / 557
页数:9
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