Title :
TCP flow traffic self-similar analysis and modeling
Author :
Shiyin, Li ; Dong, Xu ; Jiansheng, Qian
Author_Institution :
Sch. of Inf. & Electr. Eng., China Univ. of Min. & Technol., Xuzhou
Abstract :
In this paper we introduced TCP flow and its characters. We get a TCP flow set from a network data trace, and calculate the Hurst parameter of flow inter arrival time, flow length and flow life, then simulate a real flow traffic through fractal-based Neyman-Scott point process. Analysis showed that this point process can describe a real traffic on flow level better. This result can be further researched in TCP bandwidth estimate and end to end congestion control.
Keywords :
telecommunication congestion control; telecommunication traffic; transport protocols; Hurst parameter; TCP bandwidth estimate; TCP flow traffic self-similar analysis; end to end congestion control; flow inter arrival time; flow life; fractal-based Neyman-Scott point process; network data trace; Bandwidth; Communication system traffic control; Electronic mail; Fractals; Information analysis; Laboratories; Parameter estimation; Sampling methods; Telecommunication traffic; Traffic control; Cascaded point process; Hurst; TCP flow; self-similar;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597334
