On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
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IEEE/ACM Transactions on Networking (TON)
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IEEE/ACM Transactions on Networking (TON)
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Data & Knowledge Engineering
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We demonstrate that the distribution of packet arrival and the distribution of byte arrival in Ethernet network traffic are the alpha-stable distributions. Our conclusions are supported by rigorous statistical analyses of one million packets measured from the actual network traffic and three different statistical methods, coupled with a discussion of the underlying definition and statistical properties of the alpha-stable distribution and related theories of statistical methods. At last, we discuss the future research work based on the results of this paper