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Measuring the effects of internet path faults on reactive routing

Published: 10 June 2003 Publication History

Abstract

Empirical evidence suggests that reactive routing systems improve resilience to Internet path failures. They detect and route around faulty paths based on measurements of path performance. This paper seeks to understand why and under what circumstances these techniques are effective.To do so, this paper correlates end-to-end active probing experiments, loss-triggered traceroutes of Internet paths, and BGP routing messages. These correlations shed light on three questions about Internet path failures: (1) Where do failures appear? (2) How long do they last? (3) How do they correlate with BGP routing instability?Data collected over 13 months from an Internet testbed of 31 topologically diverse hosts suggests that most path failures last less than fifteen minutes. Failures that appear in the network core correlate better with BGP instability than failures that appear close to end hosts. On average, most failures precede BGP messages by about four minutes, but there is often increased BGP traffic both before and after failures. Our findings suggest that reactive routing is most effective between hosts that have multiple connections to the Internet. The data set also suggests that passive observations of BGP routing messages could be used to predict about 20% of impending failures, allowing re-routing systems to react more quickly to failures.

References

[1]
Amini, L., Shaikh, A., and Schulzrinne, H. Issues with inferring Internet topological attributes. In Proc. SPIE ITCOM (Boston, MA, August 2002), vol. 4685, pp. 80--90.
[2]
Andersen, D. G., Balakrishnan, H., Kaashoek, M. F., and Morris, R. Resilient Overlay Networks. In Proc. 18th ACM SOSP(Banff, Canada, Oct. 2001), pp. 131--145.
[3]
Bremler-Barr, A., Cohen, E., Kaplan, H., and Mansour, Y. Predicting and bypassing end-to-end Internet service degradations. In Proc. ACM SIGCOMM Internet Measurement Workshop (Marseille, France, November 2002).
[4]
CAIDA's Skitter project, 2002. http://www.caida.org/tools/measurement/skitter/.
[5]
Chandra, B., Dahlin, M., Gao, L., and Nayate, A. End-to-end WAN Service Availability. In Proc. 3rd USITS (San Francisco, CA, 2001), pp. 97--108.
[6]
Chang, D.-F., Govindan, R., and Heidemann, J. An empirical study of router response to large BGP routing table load. Tech. Rep. ISI-TR-2001-552, USC/Information Sciences Institute, December 2001.
[7]
Donelan, S. Update: CSX train derailment. http://www.merit.edu/mail.archives/nanog/2001-07/msg00351.html.
[8]
Egan, J. Signal Detection Theory and ROC Analysis. Academic Press, New York, 1975.
[9]
Freedman, A. Active UDP and TCP performance during BGP update activity. In Proc. Internet Statistics Metrics and Analysis Workshop (Leiden, The Netherlands, October 2002). http://www.caida.org/outreach/isma/0210/ISMAagenda.xml.
[10]
Gao, L. On inferring automonous system relationships in the Internet. IEEE/ACM Transactions on Networking 9, 6 (December 2001), 733--745.
[11]
Labovitz, C., Ahuja, A., Bose, A., and Jahanian, F. Delayed Internet Routing Convergence. IEEE/ACM Transactions on Networking 9, 3 (June 2001), 293--306.
[12]
Labovitz, C., Ahuja, A., and Jahanian, F. Experimental Study of Internet Stability and Wide-Area Backbone Failures. In Proc. 29th International Symposium on Fault-Tolerant Computing (June 1999).
[13]
Mahajan, R., Wetherall, D., and Anderson, T. Understanding BGP misconfiguration. In Proc. ACM SIGCOMM (Aug. 2002). (to appear) http://www.cs.washington.edu/homes/ratul/bgp/bgp-misconfigs.ps.
[14]
Mao, Z. M., Govindan, R., Varghese, G., and Katz, R. Route Flap Damping Exacerbates Internet Routing Convergence. In Prof. ACM SIGCOMM 2002 (Pittsburgh, PA, August 2002).
[15]
Miller, G. Overlay routing networks (akarouting), Apr. 2002.
[16]
Nichol, D. Detecting behavior propagation in BGP trace data. In Proc. Internet Statistics Metrics and Analysis Workshop (Leiden, The Netherlands, October 2002). http://www.caida.org/outreach/isma/0210/talks/david.pdf.
[17]
Opnix. Orbit: Routing Intelligence System. http://www.opnix.com/newsroom/OrbitWhitePaper_July_2001.pdf, 2002.
[18]
Paxson, V. End-to-End Routing Behavior in the Internet. IEEE/ACM Transactions on Networking 5, 5 (1997), 601--615.
[19]
MIT RON Project. http://nms.lcs.mit.edu/ron/.
[20]
RouteScience. http://www.routescience.com/.
[21]
Sockeye. http://www.sockeye.com/.
[22]
Spring, N., Mahajan, R., and Wetherall, D. Measuring ISP topologies with Rocketfuel. In Proc. ACM SIGCOMM (Aug. 2002).
[23]
Wang, L., et al. Observation and analysis of BGP behavior under stress. In Proc. ACM SIGCOMM Internet Measurement Workshop (Marseille, France, November 2002).
[24]
Gnu Zebra. http://www.zebra.org/.
[25]
Zhang, Y., Duffield, N., Paxson, V., and Shenker, S. On the constancy of Internet path properties. In Proc. ACM SIGCOMM Internet Measurement Workshop (San Francisco, CA, November 2001).

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cover image ACM Conferences
SIGMETRICS '03: Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
June 2003
338 pages
ISBN:1581136641
DOI:10.1145/781027
  • cover image ACM SIGMETRICS Performance Evaluation Review
    ACM SIGMETRICS Performance Evaluation Review  Volume 31, Issue 1
    June 2003
    325 pages
    ISSN:0163-5999
    DOI:10.1145/885651
    Issue’s Table of Contents
Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 10 June 2003

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SIGMETRICS '03 Paper Acceptance Rate 26 of 222 submissions, 12%;
Overall Acceptance Rate 459 of 2,691 submissions, 17%

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