An overview of self-similar traffic: Its implications in the network design

EF Melo, HM de Oliveira - arXiv preprint arXiv:2005.02858, 2020 - arxiv.org
The knowledge about the true nature of the traffic in computer networking is a key
requirement in the design of such networks. The phenomenon of self-similarity is a …

Modeling self-similar traffic for network simulation

X Bai, A Shami - arXiv preprint arXiv:1308.3842, 2013 - arxiv.org
In order to closely simulate the real network scenario thereby verify the effectiveness of
protocol designs, it is necessary to model the traffic flows carried over realistic networks …

On the self-similarity of traffic generated by network traffic simulators

DAB Fernandes, M Neto, LFB Soares, MM Freire… - … and Simulation of …, 2015 - Elsevier
There are currently several applications and frameworks to simulate networks, network
equipment, applications, services and protocols. These tools play an important role not only …

Self-similar traffic originating in the transport layer

K Fukuda, M Takayasu, H Takayasu - arXiv preprint cond-mat/0012487, 2000 - arxiv.org
We performed a network traffic simulation to clarify the mechanism producing self-similar
traffic originating in the transport layer level. Self-similar behavior could be observed without …

[PDF][PDF] Mathematical simulation of self-similar network traffic with aimed parameters

L Kirichenko, T Radivilova… - Anale. Seria …, 2013 - anale-informatica.tibiscus.ro
The objective of the given work is to study the queues resulting in the buffer while self-similar
traffic passing through a network nod and to build a mathematical model of an actual traffic …

[PDF][PDF] Self-similar network traffic: from chaos and fractals to forecasting and QoS

V Petroff - Proc. of the Intern. Conf.„Next Generatiоn Teletraffic …, 2004 - mathenglish.ru
It is well known nowadays, that packet network traffic has the self-similar nature [4], and
conventional models, such as simple Markovian (memoryless) models, have faults …

Statistical research and modeling network traffic

T Tatarnikova, I Sikarev, V Karetnikov… - E3S Web of …, 2021 - e3s-conferences.org
The self-similarity properties of the considered traffic were checked on different time scales
obtained on the available daily traffic data. An estimate of the tail severity of the distribution …

Model of a self-similar traffic generator and evaluation of buffer storage for classical and fractal queuing systems

T Tatarnikova, O Kutuzov - 2018 Moscow Workshop on …, 2018 - ieeexplore.ieee.org
Research over the past decade and a half show that network traffic is inherently self-similar
and, therefore, the traditional analysis of queues based on the assumption of a Poisson flow …

Modeling and simulating the self-similar network traffic in simulation tool

M Fras, J Mohorko, Ž Čučej - … Networks-Current Status and …, 2012 - books.google.com
Telecommunication networks are growing very fast. The user's needs, in regards to new
services and applications that have a higher bandwidth requirement, are becoming bigger …

The discovery of self-similar traffic

W Willinger - Performance Evaluation: Origins and Directions, 2001 - Springer
With the proliferation of packet-switched networks in the 1980s and a strong preference in
parts of the engineering and communications research communities to work on ATM …