A Hopfield Neural Network Flow Classifier in IP Switching

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IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 5

Como, Italy

July 24-July 27

ISBN: 0-7695-0619-4

	ASCII Text	x
	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	x
	@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	x
	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

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.861502

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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