Multiplicative multifractal modelling of long-range-dependent network traffic

DOI10.1002/DAC.509zbMath1052.68547OpenAlexW2016826635MaRDI QIDQ2785062

Jianbo Gao, Izhak Rubin

Publication date: 5 September 2002

Published in: International Journal of Communication Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/dac.509

zbMATH Keywords

network trafficperformance modellinganalytic analysismultiplicative multifractalvideo traffic process

Mathematics Subject Classification ID

Network design and communication in computer systems (68M10) Performance evaluation, queueing, and scheduling in the context of computer systems (68M20)

Related Items (6)

Multi-fractal analysis of IP-network traffic for assessing time variations in scaling properties ⋮ Multi-fractal analysis of IP-network traffic based on a hierarchical clustering approach ⋮ Multiplicative multifractal modeling and discrimination of human neuronal activity ⋮ Fractal behavior in the headway fluctuation simulated by the NaSch model ⋮ Bandwidth estimation for best-effort internet traffic ⋮ Multiscale adaptive multifractal analysis and its applications

Cites Work

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• The infinite number of generalized dimensions of fractals and strange attractors
• A storage model with self-similar input
• Heavy traffic analysis of a storage model with long range dependent On/Off sources
• An application of deterministic chaotic maps to model packet traffic
• A new class of performance results for a fractional Brownian traffic model
• Is Network Traffic Self-Similar or Multifractal?

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