Time series: theory and methods
Time series: theory and methods
Ten lectures on wavelets
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
Analysis, modeling and generation of self-similar VBR video traffic
SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
Signal processing with fractals: a wavelet-based approach
Signal processing with fractals: a wavelet-based approach
Data networks as cascades: investigating the multifractal nature of Internet WAN traffic
Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication
Self-similarity and heavy tails: structural modeling of network traffic
A practical guide to heavy tails
On the relevance of long-range dependence in network traffic
IEEE/ACM Transactions on Networking (TON)
Multifractal analysis and /spl alpha/-stable processes: a methodological contribution
ICASSP '00 Proceedings of the Acoustics, Speech, and Signal Processing, 2000. on IEEE International Conference - Volume 01
Infinitely divisible cascade analysis of network traffic data
ICASSP '00 Proceedings of the Acoustics, Speech, and Signal Processing, 2000. on IEEE International Conference - Volume 01
Wavelet analysis of long-range-dependent traffic
IEEE Transactions on Information Theory
Traffic models in broadband networks
IEEE Communications Magazine
Traffic modeling for telecommunications networks
IEEE Communications Magazine
IEEE Journal on Selected Areas in Communications
Experimental validation of the ON-OFF packet-level model for IP traffic
Computer Communications
System dynamics simulation of computer networks: Price-controlled QoS framework
Mathematics and Computers in Simulation
A note on simulation of LRD network traffic
IMCAS'09 Proceedings of the 8th WSEAS international conference on Instrumentation, measurement, circuits and systems
Self-similarity and long-range dependence in teletraffic
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
Analysis and modeling of a campus wireless network TCP/IP traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
The impact of directional antenna models on simulation accuracy
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Predictive-flow-queue-based energy optimization for gigabit ethernet controllers
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Understanding IP traffic via cluster processes
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
FGN based telecommunication traffic models
WSEAS Transactions on Computers
A discrete-time on-off source queueing system with negative customers
Computers and Industrial Engineering
Modeling environmental effects on directionality in wireless networks
Mathematical and Computer Modelling: An International Journal
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Computer networks such as local area and wide area networks possess complex characteristics due to the heterogeneous nature of the supported traffic. The network traffic exhibits highly irregular fractal-like structure and long term correlations. Various stochastic processes such as fractional Gaussian noise, multiplicative cascades, linear fractional stable motion have been proposed to model network traffic. These stochastic processes are relatively unheard of in the networking community, until recently. This paper provides a thorough review of these stochastic processes and their application to wireless traffic modeling.