Network traffic demand prediction with confidence. / Dashevskiy, Mikhail; Luo, Zhiyuan.

IEEE GLOBECOM 2008. 2008. p. 1-5.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Published

Abstract

Many network resource management solutions typically employ traffic prediction algorithms to improve the performance of a network. In this paper we extend a newly developed method for prediction with confidence to time series data and apply it to the network traffic demand prediction problem. We investigate the performance of the proposed algorithm on a number of publicly available network traffic demand datasets. The experimental results are very promising.
Original languageEnglish
Title of host publicationIEEE GLOBECOM 2008
Pages1-5
Number of pages5
DOIs
Publication statusPublished - 2008
This open access research output is licenced under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License.

ID: 1304303