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New Analysis Method for Self-similar Network Traffic Based on the Differential Analysis
自相似网络流量差分分析新方法

Keywords: Network traffic model,Alpha-stable distribution,Linear fractional stable noise,Difference analysis,Parameter estimation method
网络流量建模
,Alpha-stable分布,线形分形稳定噪声,差分分析,参数估计

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Abstract:

The fact that multi-media network traffic is with heavy-tail character and self-similar character has been known to researchers. At the same time, Alpha-stable process, the extension of Gaussian process, has the advantage of modeling heavy-tail character and self-similar character. Alpha-stable distribution and Alpha-stable process are introduced at the beginning of this paper. Then after analyzing of current network traffic models based on Alpha-stable process and Linear Fractional Stable Noise (LFSN), we ...

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