计算机科学 ›› 2010, Vol. 37 ›› Issue (7): 83-86.

• 计算机网络与信息安全 • 上一篇    下一篇

基于自适应模糊控制的Web带宽区分服务

高昂,慕德俊,胡延苏,潘文平   

  1. (西北工业大学自动化学院 西安710072);(南京航空航天大学自动化学院 南京210016)
  • 出版日期:2018-12-01 发布日期:2018-12-01

Bandwidth Differentiated Service in Web Server Based on Self-tuning Fuzzy Control

GAO Ang,MU De-jun,HU Yan-su,PAN Wen-ping   

  • Online:2018-12-01 Published:2018-12-01

摘要: 基于线程/进程分配的Web区分服务策略仅仅关注连接延迟,而在服务器带宽受限的情况下,由于处理延迟成为客户端总延迟的主导部分,因此区分效果很差。提出的基于带宽调节的区分服务策略,通过两级自适应模糊控制,调整服务于不同优先级请求的虚拟主机的带宽配额,从而控制处理延迟,实现比例延迟保证。经稳定性分析与实验验证,这种方法取得了良好的效果,相对于静态模糊控制,其延迟比与期望值的方差减少了40%。

关键词: 区分服务,自适应模糊控制,比例延迟保证

Abstract: The strategy of differentiated service based on process allocation only concerns connection delay, but when the bandwidth of Web server is over-subscribed, such method is ineffective because the processing delay becomes the dominant factor of client perceived delay. This paper proposed a QoS strategy using two-level fuzzy control,by adjusting the bandwidth of virtual hosts that sever the different priority requests, the self-tuning fuzzy controller could affect the processing delay and achieve the proportional delay guarantee. The stability analysis and experimental results demonstrate that the proposed approach achieves a better performance in terms of the proportional delay variance to the target. The self-tuning fuzzy controller outperforms the static fuzzy controller by 40% on average.

Key words: Differentiated service,Self-tuning fuzzy control,Proportional delay guarantee

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