An analytical evaluation of autocorrelations in TCP traffic

Georgios Rodolakis; Philippe Jacquet

doi:10.1007/11599593_22

An analytical evaluation of autocorrelations in TCP traffic

Georgios Rodolakis^*, Philippe Jacquet

^*Corresponding author for this work

Department of Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

Abstract

This paper addresses the problem of characterizing analytically the autocorrelation structure of TCP traffic. We show that, under simple models, a single TCP connection generates traffic with an exponentially decreasing autocorrelation function. However, several TCP connections sharing a given link can generate traffic with long term dependencies, under the condition that the distribution of their round trip delays is heavy tailed.

Original language	English
Title of host publication	Technologies for Advanced Heterogeneous Networks - First Asian Internet Engineering Conference, AINTEC 2005, Proceedings
Pages	296-306
Number of pages	11
Volume	3837 LNCS
DOIs	https://doi.org/10.1007/11599593_22
Publication status	Published - 2005
Event	1st Asian Internet Engineering Conference, AINTEC 2005 - Bangkok, Thailand Duration: 13 Dec 2005 → 15 Dec 2005

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3837 LNCS
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Other

Other	1st Asian Internet Engineering Conference, AINTEC 2005
Country	Thailand
City	Bangkok
Period	13/12/05 → 15/12/05

Access to Document

10.1007/11599593_22

Link to publication in Scopus

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Rodolakis, G., & Jacquet, P. (2005). An analytical evaluation of autocorrelations in TCP traffic. In Technologies for Advanced Heterogeneous Networks - First Asian Internet Engineering Conference, AINTEC 2005, Proceedings (Vol. 3837 LNCS, pp. 296-306). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3837 LNCS). https://doi.org/10.1007/11599593_22

Rodolakis, Georgios ; Jacquet, Philippe. / An analytical evaluation of autocorrelations in TCP traffic. Technologies for Advanced Heterogeneous Networks - First Asian Internet Engineering Conference, AINTEC 2005, Proceedings. Vol. 3837 LNCS 2005. pp. 296-306 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "An analytical evaluation of autocorrelations in TCP traffic",

abstract = "This paper addresses the problem of characterizing analytically the autocorrelation structure of TCP traffic. We show that, under simple models, a single TCP connection generates traffic with an exponentially decreasing autocorrelation function. However, several TCP connections sharing a given link can generate traffic with long term dependencies, under the condition that the distribution of their round trip delays is heavy tailed.",

author = "Georgios Rodolakis and Philippe Jacquet",

year = "2005",

doi = "10.1007/11599593_22",

language = "English",

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volume = "3837 LNCS",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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Rodolakis, G & Jacquet, P 2005, An analytical evaluation of autocorrelations in TCP traffic. in Technologies for Advanced Heterogeneous Networks - First Asian Internet Engineering Conference, AINTEC 2005, Proceedings. vol. 3837 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3837 LNCS, pp. 296-306, 1st Asian Internet Engineering Conference, AINTEC 2005, Bangkok, Thailand, 13/12/05. https://doi.org/10.1007/11599593_22

An analytical evaluation of autocorrelations in TCP traffic. / Rodolakis, Georgios; Jacquet, Philippe.

Technologies for Advanced Heterogeneous Networks - First Asian Internet Engineering Conference, AINTEC 2005, Proceedings. Vol. 3837 LNCS 2005. p. 296-306 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3837 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution

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Rodolakis G, Jacquet P. An analytical evaluation of autocorrelations in TCP traffic. In Technologies for Advanced Heterogeneous Networks - First Asian Internet Engineering Conference, AINTEC 2005, Proceedings. Vol. 3837 LNCS. 2005. p. 296-306. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/11599593_22