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A Hopfield Neural Network Flow Classifier in IP Switching
Como, Italy July 24-July 27
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861502IEEE-INNS-ENNS International Joint Co ...
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Lianyuan Li, Zemin Liu, Zheng Zhou, "A Hopfield Neural Network Flow Classifier in IP Switching," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 5, pp. 5398, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000.
 
 
BibTex
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@article{ 10.1109/IJCNN.2000.861502,
author = {Lianyuan Li and Zemin Liu and Zheng Zhou},
title = {A Hopfield Neural Network Flow Classifier in IP Switching},
journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on},
volume = {5},
year = {2000},
issn = {1098-7576},
pages = {5398},
doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861502},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
TI - A Hopfield Neural Network Flow Classifier in IP Switching
SN - 1098-7576
SP
EP
A1 - Lianyuan Li,
A1 - Zemin Liu,
A1 - Zheng Zhou,
PY - 2000
KW - IP switching
KW - flow classification
KW - neural network
VL - 5
JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
ER -
 
Lianyuan Li, Beijing University of Posts and Telecommunications
Zemin Liu, Beijing University of Posts and Telecommunications
Zheng Zhou, Beijing University of Posts and Telecommunications
In this paper, flows classification in IP switch is discussed. Different traditional flow classifiers are briefly introduced. Then a Hopfield neural network flow classifier (HNNC) is proposed. It can detect services as suitable for switching in accordance with VC space of IP switch. The simulation results show that services suitable to be switched are detected by HNNC and the majority of packets are assigned to a minimum number of flows.
Index Terms:
IP switching, flow classification, neural network
Citation:
Lianyuan Li, Zemin Liu, Zheng Zhou, "A Hopfield Neural Network Flow Classifier in IP Switching," ijcnn, vol. 5, pp.5398, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5, 2000
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