Detail publikace

Prediction of Network Traffic by Elman Neural Network

ČLUPEK, V. DZURENDA, P.

Originální název

Prediction of Network Traffic by Elman Neural Network

Typ

článek v časopise - ostatní, Jost

Jazyk

angličtina

Originální abstrakt

This article deals with the prediction of network traffic by the Elman neural network. The reader finds the results of experimental tests of prediction of network traffic here. The testing of prediction of network traffic was realized on the network traffic, which was caught in the local network. The accuracy of prediction of network traffic by the Elman neural network was tested with use of several types of topology of the Elman neural network. The article describes the solution of System for dynamic allocation of bandwidth. The system is based on the prediction of network traffic by the Elman neural network. The proposed system effectively allocates available bandwidh of output of router between the queues of port.

Klíčová slova

Prediction, network traffic, Elman neural network

Autoři

ČLUPEK, V.; DZURENDA, P.

Rok RIV

2014

Vydáno

20. 4. 2014

ISSN

1213-1539

Periodikum

Elektrorevue - Internetový časopis (http://www.elektrorevue.cz)

Ročník

15

Číslo

3

Stát

Česká republika

Strany od

1

Strany do

7

Strany počet

7

BibTex

@article{BUT107322,
  author="Vlastimil {Člupek} and Petr {Dzurenda}",
  title="Prediction of Network Traffic by Elman Neural Network",
  journal="Elektrorevue - Internetový časopis (http://www.elektrorevue.cz)",
  year="2014",
  volume="15",
  number="3",
  pages="1--7",
  issn="1213-1539"
}