• DocumentCode
    2175996
  • Title

    Superposition of multiplicative multifractal traffic streams

  • Author

    Gao, Jianbo ; Rubin, Izhak

  • Author_Institution
    Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    816
  • Abstract
    Source traffic streams as well as aggregated traffic flows often exhibit long-range-dependent (LRD) properties. We model each traffic stream component through the multiplicative multifractal counting process traffic model. We prove that the superposition of a finite number of multiplicative multifractal traffic streams results in another multifractal stream. This property makes the multifractal traffic model a versatile tool in modeling traffic streams in computer communication networks. There, a node is loaded by a traffic flow resulting from the superposition of source streams and aggregated LRD (and other) streams. The structure and the burstiness of the superimposed process is studied, and useful mathematical relations are obtained
  • Keywords
    Poisson distribution; computer networks; fractals; queueing theory; telecommunication traffic; Poisson process; aggregated traffic flows; computer communication networks; long-range-dependent properties; multifractal counting process traffic model; multiplicative multifractal traffic streams; network node; single server queueing system; source traffic streams; traffic streams superposition; Communication networks; Computer networks; Fractals; Packet switching; Quantum computing; Streaming media; Telecommunication traffic; Traffic control; Wide area networks; World Wide Web;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, 2000. ICC 2000. 2000 IEEE International Conference on
  • Conference_Location
    New Orleans, LA
  • Print_ISBN
    0-7803-6283-7
  • Type

    conf

  • DOI
    10.1109/ICC.2000.853612
  • Filename
    853612