Title :
Traffic Modeling with Bernoulli Shift Map
Author :
Ge, Fei ; Tan, Liansheng ; Wang, Yuanni
Author_Institution :
Dept. of Comput. Sci., Central China Normal Univ., Wuhan, China
Abstract :
Statistical properties of Internet traffic are complex and we apply Bernoulli shift map to generate packet traffic. The packet producing time is dependent on evaluation of Bernoulli shift map, which is a different mechanism from ON/OFF mechanism, called Time Bernoulli Shift (TBS). Packet traffic from TBS has a convergent average rate after enough iteration, inherent self similarity characteristic and chaotic characteristic which can be adjusted by parameters of Bernoulli shift map.
Keywords :
Internet; packet switching; telecommunication traffic; Bernoulli shift map; Internet traffic; ON/OFF mechanism; Time Bernoulli Shift; chaotic characteristic; inherent self similarity characteristic; packet traffic generation; statistical properties; traffic modeling; Chaos; Character generation; Computer science; Electronic mail; Fractals; Internet; Local area networks; Quality of service; Telecommunication traffic; Traffic control; Bernoulli shift map; Lyapunov characteristic exponent; self-similarity; traffic modeling;
Conference_Titel :
INC, IMS and IDC, 2009. NCM '09. Fifth International Joint Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-5209-5
Electronic_ISBN :
978-0-7695-3769-6
DOI :
10.1109/NCM.2009.380
