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A consolidation algorithm for multicast service using proportional control and neural network predictive techniques

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成果类型:
期刊论文
作者:
Tan, LS*谭连生);Xiong, NX;Yang, Y;Yang, P
通讯作者:
Tan, LS(谭连生
作者机构:
[Tan, LS; Yang, P; Yang, Y; Xiong, NX] Cent China Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China.
通讯机构:
[Tan, LS] C
Cent China Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
BP neural network;Explicit rate;Multicast congestion control;Proportional controller;Rate-based congestion control
期刊:
Computer Communications
ISSN:
0140-3664
年:
2005
卷:
29
期:
1
页码:
114-122
基金类别:
This research has been supported by National Natural Science Foundation of China under Grant No. 60473085.
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
摘要:
With the increase of multicast data applications, research interests have been focused on the design of congestion control scheme for multicast communications. One challenge comes from the heterogeneous multicast receivers, especially those with large propagation delays, which means the feedbacks arriving at the source node are somewhat outdated and harmful to the control actions. To attack this problem, this paper describes a novel multicast congestion control scheme, which is based on the proportional plus neural network (PNN) predictive tech...

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