Dynamic load balancing and content, update for media storage servers

被引:5
作者
Zhao, YQ [1 ]
Shi, Z [1 ]
Kuo, CCJ [1 ]
机构
[1] Univ So Calif, Integrated Media Syst Ctr, Los Angeles, CA 90089 USA
来源
VISUAL INFORMATION PROCESSING XI | 2002年 / 4736卷
关键词
media server; random early migration (REM); content update; load balance; video on demand (VOD);
D O I
10.1117/12.477581
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Effective management of multiple media servers integrated to deliver real-time multimedia content to users for video-on-demand (VoD) applications is examined in this research. We propose a random early migration (REM) scheme to reduce the service rejection rate, to balance the load of media servers and to reduce the service delay. When a new request is dispatched to a media server, REM compares the current service load with preset thresholds and decides whether request migration is needed with a certain probability, which is a function of the service load. To control the video access rate, we apply a time window to predict the video access probability in the near future and dynamically update the video content in media servers. Simulation results demonstrate that REM alone and/or REM with dynamic content update can achieve an enhanced system performance.
引用
收藏
页码:201 / 212
页数:12
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