Heuristics to Classify Internet Backbone Traffic based on Connection Patterns

@article{John2008HeuristicsTC,
  title={Heuristics to Classify Internet Backbone Traffic based on Connection Patterns},
  author={Wolfgang John and Sven Tafvelin},
  journal={2008 International Conference on Information Networking},
  year={2008},
  pages={1-5}
}
In this paper Internet backbone traffic is classified on transport layer according to network applications. Classification is done by a set of heuristics inspired by two previous articles and refined in order to better reflect a rough and highly aggregated backbone environment. Obvious misclassified flows by the existing two approaches are revealed and updated heuristics are presented, excluding the revealed false positives, but including missed P2P streams. The proposed set of heuristics is… CONTINUE READING
Highly Cited
This paper has 54 citations. REVIEW CITATIONS

From This Paper

Figures, tables, and topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 35 extracted citations

Automated Dataset Generation for Training Peer-to-Peer Machine Learning Classifiers

Journal of Network and Systems Management • 2013
View 8 Excerpts
Highly Influenced

Flexible UL/DL in Small Cell TDD Systems: A Performance Study with TCP Traffic

2015 IEEE 81st Vehicular Technology Conference (VTC Spring) • 2015
View 1 Excerpt

Heuristic-Based Real-Time P2P Traffic Identification

2015 International Conference on Emerging Information Technology and Engineering Solutions • 2015

Differentiating voice and data traffic using statistical properties

2013 International Conference on Electronics, Computer and Computation (ICECCO) • 2013
View 1 Excerpt

55 Citations

01020'10'13'16'19
Citations per Year
Semantic Scholar estimates that this publication has 55 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-7 of 7 references

Transport layer identification of P2P traffic

Internet Measurement Conference • 2004
View 5 Excerpts
Highly Influenced

SUNET OC 192 Traces, April 2006 (collection)

W. John, S. Tafvelin
http://imdc.datcat.org/collection/1-04HN- W=SUNET+OC+192+Traces%2C+April+2006 (accessed 071207). • 2006
View 1 Excerpt

Similar Papers

Loading similar papers…