A class of reliable UDP-based transport protocols based on stochastic approximation

Qishi Wu, Nageswara S.V. Rao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Abstract

The capacities of Internet backbone links have been continuously improving over the last decade, but such improvements have not been fully realized at the application level, particularly in high-performance applications. The complicated and monolithic TCP-AIMD dynamics are responsible to a large degree for low throughputs as a result of the difficulty in optimally configuring its parameters such as buffer sizes, AIMD coefficients, and slow-start transition points. In this paper, we propose a new class of UDP-based transport protocols that utilize a rate control scheme founded on the stochastic approximation method to achieve high throughputs at the application level. These protocols operate around a local maximum of the throughput regression curve by dynamically adjusting the source rate in response to acknowledgements and losses based on the statistical behavior of the network connection. We analytically show that this protocol generates a TCP-friendly flow, and also stochastically converges to the maximum throughput under a monotone loss rate condition. Our implementation achieved very robust performance over diverse Internet connections with different characteristics: it tracked the peak throughput in presence of time-varying cross traffic and consistently achieved 2-5 times the throughput of default TCP without significantly affecting the concurrent regular traffic

Original languageEnglish (US)
Title of host publicationProceedings - IEEE INFOCOM 2005. The Conference on Computer Communications - 24th Annual Joint Conference of the IEEE Computer and Communications Societies
EditorsK. Makki, E. Knightly
Pages1013-1024
Number of pages12
DOIs
StatePublished - 2005
Externally publishedYes
EventIEEE INFOCOM 2005 - Miami, FL, United States
Duration: Mar 13 2005Mar 17 2005

Publication series

NameProceedings - IEEE INFOCOM
Volume2

Other

OtherIEEE INFOCOM 2005
Country/TerritoryUnited States
CityMiami, FL
Period3/13/053/17/05

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Computer Science(all)

Keywords

  • AIMD
  • Congestion control
  • Flow control
  • Link utilization
  • Stochastic approximation

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