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An optimization approach to ABR control

Lapsley, David and Low, Steven (1998) An optimization approach to ABR control. In: ICC '98: 1998 IEEE International Conference on Communications. IEEE , Piscataway, NJ, pp. 1500-1504. ISBN 0-7803-4788-9 http://resolver.caltech.edu/CaltechAUTHORS:20111215-103604063

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Abstract

Available bit rate (ABR) sources react to network feedback by adjusting their transmission rates. Most schemes fall into one of two types depending on what is fed back and where the control decision is made. Explicit congestion notification schemes allow sources to make control decisions but only with incomplete information on congestion. Explicit rate schemes use more accurate congestion information but make the control decision inside the network without regard to the different desires of various sources. We propose an optimization approach that attempts to combine the advantage of both types of scheme. The objective is to maximize the total utility of all sources over their transmission rates. The dual problem suggests treating network links and ABR sources as processors in a distributed computation system to solve the dual problem using the gradient projection algorithm. In this system ABR sources select transmission rates that maximize their own benefits and network links adjust bandwidth prices to coordinate the sources' decisions. We show how to implement such a system using features defined in the ABR standard. We provide an asynchronous distributed algorithm for links and sources and illustrate their behavior with preliminary simulation results.


Item Type:Book Section
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http://dx.doi.org/10.1109/ICC.1998.683074 DOIUNSPECIFIED
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=683074PublisherUNSPECIFIED
Additional Information:© 1998 IEEE. The first author would like to thank the Australian Telecommunications and Electronics Board for their financial support.
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Australian Telecommunications and Electronics BoardUNSPECIFIED
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INSPEC Accession Number6083608
Record Number:CaltechAUTHORS:20111215-103604063
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20111215-103604063
Official Citation:Lapsley, D.; Low, S.; , "An optimization approach to ABR control," Communications, 1998. ICC 98. Conference Record.1998 IEEE International Conference on , vol.3, no., pp.1500-1504 vol.3, 7-11 Jun 1998 doi: 10.1109/ICC.1998.683074 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=683074&isnumber=15017
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:28474
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:15 Dec 2011 23:58
Last Modified:15 Dec 2011 23:58

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