Publication detail

Parallel WAN Switch Based on Neural Network

ŠKORPIL, V. POLÍVKA, M.

Original Title

Parallel WAN Switch Based on Neural Network

English Title

Parallel WAN Switch Based on Neural Network

Type

conference paper

Language

en

Original Abstract

The article deals with a WAN switch design based on a Feedforward neural network, specifically for the Feedforward Backpropagation algorithm. The designed switch is fully parallel, uses neural network for switch management and also for traffic engineering. The switch uses advanced packet dropping mechanism. The article describes the switch design (network processor design) and compares the developed switch with other "conventional" architectures. Architectures and performance are then compared.

English abstract

The article deals with a WAN switch design based on a Feedforward neural network, specifically for the Feedforward Backpropagation algorithm. The designed switch is fully parallel, uses neural network for switch management and also for traffic engineering. The switch uses advanced packet dropping mechanism. The article describes the switch design (network processor design) and compares the developed switch with other "conventional" architectures. Architectures and performance are then compared.

Keywords

MATLAB, model, network, neural network, switch, switch algorithm

RIV year

2012

Released

14.07.2012

Publisher

WSEAS Press

ISBN

978-1-61804-109-8

Book

Recent Researches in Communications and Computers

Edition number

1

Pages from

68

Pages to

72

Pages count

5

BibTex


@inproceedings{BUT93291,
  author="Vladislav {Škorpil} and Michal {Polívka}",
  title="Parallel WAN Switch Based on Neural Network",
  annote="The article deals with a WAN switch design based on a Feedforward neural network, specifically for the Feedforward Backpropagation algorithm. The designed switch is fully parallel, uses neural network for switch management and also for traffic engineering. The switch uses advanced packet dropping mechanism. The article describes the switch design (network processor design) and compares the developed switch with other "conventional" architectures. Architectures and performance are then compared.",
  address="WSEAS Press",
  booktitle="Recent Researches in Communications and Computers",
  chapter="93291",
  howpublished="print",
  institution="WSEAS Press",
  year="2012",
  month="july",
  pages="68--72",
  publisher="WSEAS Press",
  type="conference paper"
}