Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet

Ilmari Juva; Riikka Susitaival; Markus Peuhkuri; Samuli Aalto

doi:10.1007/978-3-540-74833-5_1

Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet

Ilmari Juva^*, Riikka Susitaival, Markus Peuhkuri, Samuli Aalto

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

3 Citations (Scopus)

Abstract

In this paper we analyze measurements from the Finnish University Network (Funet) and study the effect of spatial aggregation on the origin-destination flows. The traffic is divided into OD pairs based on IP addresses, using different prefix lengths to obtain data sets with various aggregation levels. We find that typically the diurnal pattern of the total traffic is followed more closely by the OD pairs as their volume increases, but there are many exceptions. Gaussian assumption holds well for all OD pairs when the aggregation level is high enough, and we find an approximate threshold for OD pair traffic volume after which they tend to be Gaussian. Also the functional mean-variance relation holds better when the aggregation level is higher.

Original language	English
Title of host publication	Next generation teletraffic and wired/wireless advanced networking
Subtitle of host publication	7th International Conference, NEW2AN 2007 St. Petersburg, Russia, September 10-14, 2007 proceedings
Editors	Yevgeni Koucheryavy, Jarmo Harju, Alexander Sayenko
Publisher	SPRINGER
Pages	1-12
Number of pages	12
ISBN (Electronic)	978-3-540-74833-5
ISBN (Print)	3540748326, 9783540748328
DOIs	https://doi.org/10.1007/978-3-540-74833-5_1
Publication status	Published - 2007
MoE publication type	A4 Article in a conference publication
Event	International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking - St. Petersburg, Russian Federation Duration: 10 Sep 2007 → 14 Sep 2007 Conference number: 7

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4712 LNCS
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Conference

Conference	International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking
Abbreviated title	NEW2AN
Country/Territory	Russian Federation
City	St. Petersburg
Period	10/09/2007 → 14/09/2007

Keywords

Gaussianity
Mean-variance relation
Measurements
Traffic characterization

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10.1007/978-3-540-74833-5_1

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Juva, I., Susitaival, R., Peuhkuri, M., & Aalto, S. (2007). Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet. In Y. Koucheryavy, J. Harju, & A. Sayenko (Eds.), Next generation teletraffic and wired/wireless advanced networking: 7th International Conference, NEW2AN 2007 St. Petersburg, Russia, September 10-14, 2007 proceedings (pp. 1-12). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4712 LNCS). SPRINGER. https://doi.org/10.1007/978-3-540-74833-5_1

Juva, Ilmari ; Susitaival, Riikka ; Peuhkuri, Markus et al. / Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet. Next generation teletraffic and wired/wireless advanced networking: 7th International Conference, NEW2AN 2007 St. Petersburg, Russia, September 10-14, 2007 proceedings. editor / Yevgeni Koucheryavy ; Jarmo Harju ; Alexander Sayenko. SPRINGER, 2007. pp. 1-12 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Juva, I, Susitaival, R, Peuhkuri, M & Aalto, S 2007, Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet. in Y Koucheryavy, J Harju & A Sayenko (eds), Next generation teletraffic and wired/wireless advanced networking: 7th International Conference, NEW2AN 2007 St. Petersburg, Russia, September 10-14, 2007 proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4712 LNCS, SPRINGER, pp. 1-12, International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking, St. Petersburg, Russian Federation, 10/09/2007. https://doi.org/10.1007/978-3-540-74833-5_1

Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet. / Juva, Ilmari; Susitaival, Riikka; Peuhkuri, Markus et al.

Next generation teletraffic and wired/wireless advanced networking: 7th International Conference, NEW2AN 2007 St. Petersburg, Russia, September 10-14, 2007 proceedings. ed. / Yevgeni Koucheryavy; Jarmo Harju; Alexander Sayenko. SPRINGER, 2007. p. 1-12 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4712 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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AB - In this paper we analyze measurements from the Finnish University Network (Funet) and study the effect of spatial aggregation on the origin-destination flows. The traffic is divided into OD pairs based on IP addresses, using different prefix lengths to obtain data sets with various aggregation levels. We find that typically the diurnal pattern of the total traffic is followed more closely by the OD pairs as their volume increases, but there are many exceptions. Gaussian assumption holds well for all OD pairs when the aggregation level is high enough, and we find an approximate threshold for OD pair traffic volume after which they tend to be Gaussian. Also the functional mean-variance relation holds better when the aggregation level is higher.

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Juva I, Susitaival R, Peuhkuri M , Aalto S. Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet. In Koucheryavy Y, Harju J, Sayenko A, editors, Next generation teletraffic and wired/wireless advanced networking: 7th International Conference, NEW2AN 2007 St. Petersburg, Russia, September 10-14, 2007 proceedings. SPRINGER. 2007. p. 1-12. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-74833-5_1

Effects of spatial aggregation on the characteristics of origin-destination pair traffic in Funet

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