Abstract
We study active traceroute measurements from more than 1,000 vantage points towards a few targets over 24 hours or more. Our aim is to detect patterns in the data that correspond to significant operational events. Because traceroute data is complex and noisy, little work in this area has been published to date. First we develop a measure for the differences between successive traceroute measurements, then we use this measure to cluster changes across all vantage points and assess the meaning and descriptive power of these clusters. Large-scale operational events stand out clearly in our 3D visualisations; our clustering technique could be developed further to make such events visible to the operator community in near-real time.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Allison, L.: Dynamic programming algorithm (dpa) for edit-distance, http://www.csse.monash.edu.au/~lloyd/tildeAlgDS/Dynamic/Edit/
King, A., Huffaker, B., Dainotti, A., Claffy, K.: A coordinated view of the temporal evolution of large-scale internet events. In: First IMC Workshop on Internet Visualization, WIV 2012 (2012), http://ant.isi.edu/wiv2012/program.html
Lad, M., Massey, D., Zhang, L.: Visualizing internet routing changes. IEEE Transactions on Visualization and Computer Graphics 12(6) (November 2006)
Levenshtein, V.I.: Binary Codes Capable of Correcting Deletions, Insertions and Reversals. Soviet Physics Doklady 10, 707 (1966)
Matteucci, M.: Hierarchical clustering algorithms, http://home.dei.polimi.it/matteucc/Clustering/tutorial_html/hierarchical.html
Quan, L., Heidemann, J., Pradkin, Y.: Visualizing sparse internet events: network outages and route changes. In: First IMC Workshop on Internet Visualization, WIV 2012 (2012), http://ant.isi.edu/wiv2012/program.html
RIPE Network Coordination Centre. Ripe atlas, https://atlas.ripe.net/
Sibson, R.: Slink: An optimally efficient algorithm for the single-link cluster method. The Computer Journal 16(1), 30–34 (1973)
Singhal, A.: Modern information retrieval: a brief overview. IEEE Data Engineering Bulletin 24, 35–43 (2001)
Taylor, J.: How did dodo break the internet? (February 24, 2012), http://www.zdnet.com/how-did-dodo-break-the-internet-1339332390/
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Brownlee, N. (2014). On Searching for Patterns in Traceroute Responses. In: Faloutsos, M., Kuzmanovic, A. (eds) Passive and Active Measurement. PAM 2014. Lecture Notes in Computer Science, vol 8362. Springer, Cham. https://doi.org/10.1007/978-3-319-04918-2_7
Download citation
DOI: https://doi.org/10.1007/978-3-319-04918-2_7
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-04917-5
Online ISBN: 978-3-319-04918-2
eBook Packages: Computer ScienceComputer Science (R0)