On the testing for alpha-stable distributions of network traffic
مقال من تأليف: Xiaohu, Ge ; Guangxi, Zhu ; Yaoting, Zhu ;
ملخص: 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
لغة:
إنجليزية