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Internet Traffic
Shot Noise Process
Spatial Analysis
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A spatial and temporal analysis of Internet aggregate traffic at the flow level
A spatial and temporal analysis of Internet aggregate traffic at the flow level,10.1109/GLOCOM.2004.1378049,Luciano Rodrigues,Paulo Roberto Guardieiro
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A spatial and temporal analysis of Internet aggregate traffic at the flow level
(
Citations: 10
)
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Luciano Rodrigues
,
Paulo Roberto Guardieiro
In this paper we present an Internet aggregate
traffic analysis
at the flow level, in both spatial and temporal dimensions. The data traces were collected from CTBC Telecom (a Brazilian telecommunication company) IP backbone routers in three notable periods: the hour of the highest, medium and lowest traffic intensity. The
spatial analysis
focuses on the participation of the different transport protocols and on the main applications in the overall traffic. The
temporal analysis
is focused on TCP and UDP traffic and deals with the main
Internet traffic
issues, such as the arrival process, the first and second moments of the traffic, and the self-similarity. To do so, we considered the dynamics of the
Internet traffic
using a methodology that applies the Poisson shot-noise process. This analysis suggests that, when an NSP is planning to deploy QoS or traffic engineering on its Internet backbone, it must pay attention to the differences between the traffic profiles at flow and octet levels.
Conference:
Global Telecommunications Conference, . GLOBECOM . IEEE - GLOBECOM
, 2004
DOI:
10.1109/GLOCOM.2004.1378049
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Citation Context
(6)
...It adopts observations that an aggregate of voice and video sources is accurately modeled by a Poisson arrival process and that delays in consecutive nodes are statistically independent [
5
].Consequently, the method is developed through a system of N statistically independent M/G/1 nodes...
...According to [
5
], we will assume that the real-time service generates packets of constant length and at a constant bit rate (CBR), and the delay components in the different nodes are assumed to be independent...
Li Wenwei
,
et al.
A Method to Calculate Queuing Delay for Real-Time Services in IP Netwo...
...Observations of operating networks confirm that the aggregated traffic has a self-similar and multifractal nature [
1
,2,3]...
Priscila Solís Barreto
,
et al.
Hybrid Traffic Model for Multimedia Network Performance Evaluation
...the multimedia traffic, has a self-similar and multifractal nature [3,4,5,6,7,
8
,9] which results from multiplexing different sources, that significantly differ in their traffic finite buffer systems when compared to the Markovian traffic sources...
Priscila Solís Barreto
,
et al.
Network Planning and Adaptive Routing for Multimedia Traffic
...the multimedia traffic, has a self-similar and multifractal nature [3,4,5,
6
,7,8] which results from multiplexing different sources, that significantly differ in their traffic finite buffer systems regarding the Markovian models...
Priscila Solís Barreto
,
et al.
A Traffic Engineering Framework for Multimedia Networks
...Internet traffic has been demonstrated with high quality measures [5,
6
]...
Priscilla A. S. M. Barreto
,
et al.
A Traffic Characterization Procedure for Multimedia Applications in Co...
References
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A flow-based model for internet backbone traffic
(
Citations: 67
)
Chadi Barakat
,
Patrick Thiran
,
Gianluca Iannaccone
,
Christophe Diot
,
Philippe Owezarski
Conference:
Internet Measurement Workshop
, pp. 35-47, 2002
Modeling Internet backbone traffic at the flow level
(
Citations: 61
)
Chadi Barakat
,
Patrick Thiran
,
Gianluca Iannaccone
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Christophe Diot
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Philippe Owezarski
Journal:
IEEE Transactions on Signal Processing - TSP
, vol. 51, no. 8, pp. 2111-2124, 2003
Internet Traffic Tends Toward Poisson and Independent as the Load Increases
(
Citations: 115
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Jin Cao
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William S. Cleveland
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Dong Lin
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Self-Similarity in World Wide Web Traffic: Evidence and Possible Causes
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Mark E. Crovella
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Azer Bestavros
Journal:
Sigmetrics Performance Evaluation Review - SIGMETRICS
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Differentiated services in the Internet
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BRIAN E. CARPENTERAND
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Journal:
Proceedings of The IEEE - PIEEE
, vol. 90, no. 9, pp. 1479-1494, 2002
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Citations
(10)
A Method to Calculate Queuing Delay for Real-Time Services in IP Networks
Li Wenwei
,
Yang Jinming
,
Zhang Dafang
Conference:
International Workshop on Intelligent Systems and Applications - ISA
, 2010
A Planning and Adaptive Routing Methodology for Multimedia Networks
(
Citations: 1
)
Priscila Solis Barreto
,
Paulo Henrique Portela de Carvalho
Journal:
IEEE Latin America Transactions - IEEE LAT AM TRANS
, vol. 7, no. 6, pp. 673-680, 2009
Hybrid Traffic Model for Multimedia Network Performance Evaluation
(
Citations: 3
)
Priscila Solís Barreto
,
Paulo Henrique Portela De Carvalho
Conference:
Advanced Information Networking and Applications - AINA
, pp. 80-85, 2008
Network Planning and Adaptive Routing for Multimedia Traffic
(
Citations: 1
)
Priscila Solís Barreto
,
Paulo Henrique Portela De Carvalho
,
Rafael Dias Oliveira
,
Maximiliano Prestes Ceppo
Conference:
Asia-Pacific Network Operations and Management Symposium - APNOMS
, pp. 31-40, 2008
A study on the network traffic of Connexion by Boeing: Modeling with artificial neural networks
Douglas K. Swift
,
Cihan H. Dagli
Journal:
Engineering Applications of Artificial Intelligence - ENG APPL ARTIF INTELL
, vol. 21, no. 8, pp. 1113-1129, 2008