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张冰怡

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期刊论文

Linear discriminant analysis in network traffic modeling

张冰怡Bing-Yi Zhang Ya-Min Sun Yu-Lan Bian Hong-Ke Zhang

INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS 2006; 19:53–65 ,-0001,():

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摘要/描述

It is difficult to give an accurate judgement of whether the traffic model fit the actual traffic. The traditional method is to compare the Hurst parameter, data histogram and autocorrelation function. The method of comparing Hurst parameter cannot give exact results and judgement. The method of comparing data histogram and autocorrelation only gives a qualitative judgement. Based on linear discriminant analysis we proposed a novel arithmetic. Utilizing this arithmetic we analysed some sets of data with large and little differences. We also analysed some sets of data generated by network simulator. The analysis result is accurate. Comparing with traditional method, this arithmetic is useful and can conveniently give an accurate judgement for complex network traffic trace.

【免责声明】以下全部内容由[张冰怡]上传于[2008年04月10日 09时24分22秒],版权归原创者所有。本文仅代表作者本人观点,与本网站无关。本网站对文中陈述、观点判断保持中立,不对所包含内容的准确性、可靠性或完整性提供任何明示或暗示的保证。请读者仅作参考,并请自行承担全部责任。

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