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MR-BART: multi-rate available bandwidth estimation in real-time

Published: 31 October 2008 Publication History

Abstract

In this paper, we propose an efficient method to estimate the end-to-end Available Bandwidth (AB) of a network path. This method employs multi-rate (MR) probe packet sequences with Kalman filtering. Our proposed method is an extension of the Bandwidth Available in Real Time (BART) method, so that the probe packet sequences are injected into the network path of interest. Using this technique, the probing rate within each probing sequence is varied. We show that by a marginal addition to the computation complexity compared to the conventional BART technique, the proposed method converges faster than that of BART and achieves a more accurate estimation. In addition, this method is more robust against inappropriate initial value of Kalman filter than the conventional BART method. Furthermore, we obtain the estimation error of MR-BART based on the parameters of the probe packet sequences.

References

[1]
Prasad, R., Murray, M., Dovrolis, C., Claffy, K. 2003. Bandwidth estimation: metrics, measurement techniques, and tools. IEEE Network, 17 (Nov. 2003), 27--35.
[2]
Garcia, E., Viamonte, D., Vidal, R., Paradells, J. 2007. Achievable bandwidths estimation for stations in multi-rate IEEE 802.11 WLAN cells. in Proc. IEEE Inernat. Symp. On a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2007), 1--8.
[3]
Melander, B., Bjorkman, M., Gunningberg, P. 2000. A new end-to-end probing and analysis method for estimating bandwidth bottlenecks. in Proc. IEEE Globecomm'00, San Francisco, 1(USA, Nov. 2000), 415--420.
[4]
Jain, M., Dovrolis, C. 2002. Pathload: a measurement tool for end-to-end available bandwidth. in Proc. Passive and Active Measurement workshop, (Mar. 2002), 14--25.
[5]
Ribeiro, V., Baraniuk, R., Navratil, J., Cottrell, L. 2003. pathChirp: efficient available bandwidth estimation for network paths. in Proc. Passive and Active Measurement workshop, (Apr. 2003).
[6]
Ekelin, S., Nilsson, M., Hartikainen, E., Johnsson, A., Mangs, J., Melander, B., Bjorkman, M. 2006. Real-time measurement of end-to-end available bandwidth using Kalman filtering. in Proc. of the IEEE/IFIP Network Operations and Management Symposium, (Vancouver, Canada, Apr. 2006), 73--84.
[7]
Liu, X., Ravindran, K., Loguinov, D. 2007. A queuing-theoretic foundation of available bandwidth estimation: single-hop analysis. IEEE/ACM Transactions on Networking, 15, no. 6 (Dec. 2007), 918--931.
[8]
Grewal, M. S., Andrews, A. P. 2001. Kalman Filtering: Theory and Practice Using MATLAB. Second Edition, John Wiley & Sons, Inc.
[9]
Duncan, T.E., Hu, Y., Pasik-Duncan, B. 2000. Stochastic calculus for fractional Brownian motion I. Theory. J. SIAM. Control Optim., 582--612.
[10]
Mikosch, T., Resnick, S., Rootzen, H., Stegeman, A. 2002. Is Network Traffic Approximated by Stable Lévy Motion or Fractional Brownian Motion? The Annals of Applied Probability, 12 No. 1 (Feb., 2002), 23--68.

Cited By

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  • (2020)Research of Wireless Congestion Control Algorithm Based on EKFSymmetry10.3390/sym1204064612:4(646)Online publication date: 17-Apr-2020
  • (2012)MR-BARTJournal of Network and Computer Applications10.1016/j.jnca.2011.11.00635:2(731-742)Online publication date: 1-Mar-2012
  • (2010)Non-intrusive Adaptive Multi-media Routing in Peer-to-Peer Multi-party Video ConferencingProceedings of the 2010 IEEE International Symposium on Multimedia10.1109/ISM.2010.24(105-112)Online publication date: 13-Dec-2010
  • Show More Cited By

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Published In

cover image ACM Conferences
PM2HW2N '08: Proceedings of the 3nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
October 2008
198 pages
ISBN:9781605582399
DOI:10.1145/1454630
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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Publication History

Published: 31 October 2008

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Author Tags

  1. Kalman filter
  2. available bandwidth
  3. network path
  4. probing sequence

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Overall Acceptance Rate 74 of 226 submissions, 33%

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Cited By

View all
  • (2020)Research of Wireless Congestion Control Algorithm Based on EKFSymmetry10.3390/sym1204064612:4(646)Online publication date: 17-Apr-2020
  • (2012)MR-BARTJournal of Network and Computer Applications10.1016/j.jnca.2011.11.00635:2(731-742)Online publication date: 1-Mar-2012
  • (2010)Non-intrusive Adaptive Multi-media Routing in Peer-to-Peer Multi-party Video ConferencingProceedings of the 2010 IEEE International Symposium on Multimedia10.1109/ISM.2010.24(105-112)Online publication date: 13-Dec-2010
  • (2010)End-to-end available bandwidth estimation tools, an experimental comparisonProceedings of the Second international conference on Traffic Monitoring and Analysis10.1007/978-3-642-12365-8_13(171-182)Online publication date: 7-Apr-2010

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