Congestion control of TCP flows in Internet routers by means of index policy

被引:26
作者
Avrachenkov, K. [1 ]
Ayesta, U. [2 ,3 ,4 ]
Doncel, J. [3 ,4 ,7 ]
Jacko, P. [5 ,6 ,7 ]
机构
[1] INRIA Sophia Antipolis, Valbonne, France
[2] Basque Fdn Sci, IKERBASQUE, Bilbao 48017, Spain
[3] Univ Toulouse, LAAS, F-31400 Toulouse, France
[4] CNRS, LAAS, F-31400 Toulouse, France
[5] Univ Lancaster, Dept Management Sci, Sch Management, Lancaster, England
[6] Univ Lancaster, LANCS Initiat, Lancaster, England
[7] BCAM Basque Ctr Appl Math, Bilbao, Spain
关键词
Active Queue Management (AQM); Markov decision process; TCP modeling; Index policies; Whittle index; ALLOCATION;
D O I
10.1016/j.comnet.2013.08.001
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we address the problem of fast and fair transmission of flows in a router, which is a fundamental issue in networks like the Internet. We model the interaction between a source using the Transmission Control Protocol (TCP) and a bottleneck router with the objective of designing optimal packet admission controls in the router queue. We focus on the relaxed version of the problem obtained by relaxing the fixed buffer capacity constraint that must be satisfied at all time epoch. The relaxation allows us to reduce the multi-flow problem into a family of single-flow problems, for which we can analyze both theoretically and numerically the existence of optimal control policies of special structure. In particular, we show that for a variety of parameters, TCP flows can be optimally controlled in routers by so-called index policies, but not always by threshold policies. We have also implemented the index policy in Network Simulator-3 and tested in a simple topology their applicability in real networks. The simulation results show that the index policy achieves a wide range of desirable properties with respect to fairness between different TCP versions, across users with different round-trip-time and minimum buffer required to achieve full utility of the queue. Crown Copyright (C) 2013 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:3463 / 3478
页数:16
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