Normality of Ethernet Traffic at Large Time Scales

Normality of Ethernet Traffic at Large Time Scales

We contribute the quantitative descriptions of the large time scales for the Ethernet traffic to be Gaussian. We focus on the normality property of the accumulated traffic data under different time scales. The investigation is carried out graphically by the quantile-quantile (QQ) plots and numerical...

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Main Authors: Zhiping Lu, Ming Li, Wei Zhao
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2013/471963
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spelling doaj-9709480874734d7a82fd870c4480a2222020-11-24T22:23:06ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472013-01-01201310.1155/2013/471963471963Normality of Ethernet Traffic at Large Time ScalesZhiping Lu0Ming Li1Wei Zhao2School of Finance and Statistics, East China Normal University, No. 500 Dong-Chuan Road, Shanghai 200241, ChinaSchool of Finance and Statistics, East China Normal University, No. 500 Dong-Chuan Road, Shanghai 200241, ChinaDepartment of Computer and Information Science, University of Macau, Padre Tomas Pereira Avenue, Taipa, MacauWe contribute the quantitative descriptions of the large time scales for the Ethernet traffic to be Gaussian. We focus on the normality property of the accumulated traffic data under different time scales. The investigation is carried out graphically by the quantile-quantile (QQ) plots and numerically by statistical tests. The present results indicate that the larger the time scale, the more normal the Ethernet traffic.http://dx.doi.org/10.1155/2013/471963
collection DOAJ
language English
format Article
sources DOAJ
author Zhiping Lu
Ming Li
Wei Zhao
spellingShingle Zhiping Lu
Ming Li
Wei Zhao
Normality of Ethernet Traffic at Large Time Scales
Mathematical Problems in Engineering
author_facet Zhiping Lu
Ming Li
Wei Zhao
author_sort Zhiping Lu
title Normality of Ethernet Traffic at Large Time Scales
title_short Normality of Ethernet Traffic at Large Time Scales
title_full Normality of Ethernet Traffic at Large Time Scales
title_fullStr Normality of Ethernet Traffic at Large Time Scales
title_full_unstemmed Normality of Ethernet Traffic at Large Time Scales
title_sort normality of ethernet traffic at large time scales
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2013-01-01
description We contribute the quantitative descriptions of the large time scales for the Ethernet traffic to be Gaussian. We focus on the normality property of the accumulated traffic data under different time scales. The investigation is carried out graphically by the quantile-quantile (QQ) plots and numerically by statistical tests. The present results indicate that the larger the time scale, the more normal the Ethernet traffic.
url http://dx.doi.org/10.1155/2013/471963
work_keys_str_mv AT zhipinglu normalityofethernettrafficatlargetimescales
AT mingli normalityofethernettrafficatlargetimescales
AT weizhao normalityofethernettrafficatlargetimescales
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