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Impact of DHCP churn on network characterization

Published: 16 June 2014 Publication History

Abstract

We investigate the DHCP churn impact on network characterization by analyzing 18 months of DHCP, DNS, Firewall Alert, and Netflow data collected from an enterprise network of 30,000 clients. We find that DHCP churn has clear impact on network metrics.

References

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L. Bilge, E. Kirda, C. Kruegel, and M. Balduzzi. EXPOSURE: Finding Malicious Domains Using Passive DNS Analysis. In Proceedings of NDSS, 2011.
[2]
D. Brauckhoff, B. Tellenbach, A. Wagner, M. May, and A. Lakhina. Impact of packet sampling on anomaly detection metrics. In Proceedings of IMC, 2006.
[3]
J.-W. Dai and L.-F. Chiang. A new method to detect abnormal ip address on dhcp. Journal of Networks, 4, 2009.
[4]
A. Kind, M. P. Stoecklin, and X. Dimitropoulos. Histogram-based traffic anomaly detection. IEEE Transactions on Network and Service Management, 6, June 2009.
[5]
A. Lakhina, M. Crovella, and C. Diot. Mining anomalies using traffic feature distributions. In Proceedings of ACM SIGCOMM, 2005.
[6]
I. Papapanagiotou, E. Nahum, and V. Pappas. Configuring dhcp leases in the smartphone era. In Proceedings of IMC, 2012.

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  1. Impact of DHCP churn on network characterization

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      cover image ACM Conferences
      SIGMETRICS '14: The 2014 ACM international conference on Measurement and modeling of computer systems
      June 2014
      614 pages
      ISBN:9781450327893
      DOI:10.1145/2591971
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      Publication History

      Published: 16 June 2014

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      Author Tags

      1. dhcp churn
      2. dhcp impact

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      SIGMETRICS '14 Paper Acceptance Rate 40 of 237 submissions, 17%;
      Overall Acceptance Rate 459 of 2,691 submissions, 17%

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