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Poster: Modified Dynamic Beta RED -- A New AQM Algorithm for Internet Congestion Control

Published: 24 October 2023 Publication History

Abstract

In this work we present a performance study of modified Dynamic Beta RED (mDBetaRED), a new Active Queue Management (AQM) RED-type algorithm based on dynamical variants with the ability to adapt to the characteristics of mixed networks. As well, we rely on real campus traffic traces to build a traffic model on which we evaluate our proposal under the NS3 simulator. The parameters of our AQM algorithm are dynamically adjusted so that the queue length remains stable around a predetermined reference value and according to changing network traffic conditions. We present a performance comparison of mDBetaRED with other AQM algorithms and diverse flows of Internet. Of all the AQM algorithms compared, the mDBetaRED algorithm offers the best throughput while effectively controlling delay and stability.

References

[1]
S. Floyd and V. Jacobson, Random early detection gateways for congestion avoidance, IEEE Transactions on Networks, 1, pp. 397--413. August 1993.
[2]
G. Duran, J. Valero, J.M. Amigó, A. Giménez, and O. Martínez-Bonastre, Bifurcation analysis for the Internet congestion, in Proceedings of the IEEE INFOCOM- IEEE Conference on Computer Communications Workshops, Paris, France; pp. 1073--1074. May 2019.
[3]
A. Giménez, M. A. Murcia, J. M. Amigó, O. Martínez-Bonastre and J. Valero, New RED-type TCP-AQM algorithms based on beta distribution drop functions, Applied Sciences, 12, 11176. November 2022.
[4]
Network Simulator 3, NS3. https://www.nsnam.org/ Link accessed on July 2023.
[5]
V. Arun, M. Alizadeh, and H. Balakrishnan. Starvation in end-to-end congestion control. In Proceedings of the ACM SIGCOMM, Amsterdam, the Netherlands. pp. 177--192. August 2022.

Cited By

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  • (2024)DESiRED — Dynamic, Enhanced, and Smart iREDComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2024.110326244:COnline publication date: 17-Jul-2024

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Information

Published In

cover image ACM Conferences
IMC '23: Proceedings of the 2023 ACM on Internet Measurement Conference
October 2023
746 pages
ISBN:9798400703829
DOI:10.1145/3618257
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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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 October 2023

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Author Tags

  1. design and analysis of algorithms
  2. mathematics of computing
  3. network algorithms
  4. network performance analysis
  5. network performance evaluation

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  • Poster

Funding Sources

  • Agencia Estatal de Investigación, Spain
  • G. Valenciana

Conference

IMC '23
Sponsor:
IMC '23: ACM Internet Measurement Conference
October 24 - 26, 2023
Montreal QC, Canada

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Overall Acceptance Rate 277 of 1,083 submissions, 26%

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Cited By

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  • (2024)DESiRED — Dynamic, Enhanced, and Smart iREDComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2024.110326244:COnline publication date: 17-Jul-2024

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