TCP Flow Traffic Self-similar Analysis and Modeling

被引:0
|
作者
Li Shiyin [1 ]
Xu Dong [1 ]
Qian Ransheng [1 ]
机构
[1] China Univ Min & Technol, Sch Informat & Elect Engn, Xuzhou 221008, Peoples R China
关键词
Hurst; TCP flow; Cascaded point process; self-similar;
D O I
10.1109/CCDC.2008.4597334
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:378 / 382
页数:5
相关论文
共 11 条
  • [1] BARAKAT C, 2003, IEEE T SIGNAL PROCES, V51
  • [2] BENFRED S, 2001, ACM SIGCOMM COMPUTER, V31
  • [3] Cluster processes: A natural language for network traffic
    Hohn, N
    Veitch, D
    Abry, P
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (08) : 2229 - 2244
  • [4] ON THE SELF-SIMILAR NATURE OF ETHERNET TRAFFIC (EXTENDED VERSION)
    LELAND, WE
    TAQQU, MS
    WILLINGER, W
    WILSON, DV
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 1994, 2 (01) : 1 - 15
  • [5] LIANG QL, 2002, IEEE COMMUNICATIONS, V6
  • [6] Lowen SB, 2005, WILEY SER PROBAB ST, P1, DOI 10.1002/0471754722
  • [7] MENG XQ, 2004, CHARACTERIZING FLOWS
  • [8] WIDE AREA TRAFFIC - THE FAILURE OF POISSON MODELING
    PAXSON, V
    FLOYD, S
    [J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 1995, 3 (03) : 226 - 244
  • [9] RYU BK, FRACTAL TRAFFIC MODE
  • [10] On multimedia networks: Self-similar traffic and network performance
    Sahinoglu, Z
    Tekinay, S
    [J]. IEEE COMMUNICATIONS MAGAZINE, 1999, 37 (01) : 48 - 52