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A Fluid-based Analysis of a Network of AQM Routers Supporting TCP Flows with an Application to RED (2000)

by Vishal Misra, WeiBo Gong, Don Towsley
Venue:Proc. SIGCOMM 2000
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Congestion control for high bandwidth-delay product networks

by Dina Katabi, Mark Handley, Charlie Rohrs - SIGCOMM '02 , 2002
"... Theory and experiments show that as the per-flow product of bandwidth and latency increases, TCP becomes inefficient and prone to instability, regardless of the queuing scheme. This failing becomes increasingly important as the Internet evolves to incorporate very high-bandwidth optical links and mo ..."
Abstract - Cited by 290 (4 self) - Add to MetaCart
Theory and experiments show that as the per-flow product of bandwidth and latency increases, TCP becomes inefficient and prone to instability, regardless of the queuing scheme. This failing becomes increasingly important as the Internet evolves to incorporate very high-bandwidth optical links and more large-delay satellite links. To address this problem, we develop a novel approach to Internet congestion control that outperforms TCP in conventional environments, and remains efficient, fair, scalable, and stable as the bandwidth-delay product increases. This new eXplicit Control Protocol, XCP, generalizes the Explicit Congestion Notification proposal (ECN). In addition, XCP introduces the new concept of decoupling utilization control from fairness control. This allows a more flexible and analytically tractable protocol design and opens new avenues for service differentiation. Using a control theory framework, we model XCP and demonstrate it is stable and efficient regardless of the link capacity, the round trip delay, and the number of sources. Extensive packet-level simulations show that XCP outperforms TCP in both conventional and high bandwidth-delay environments. Further, XCP achieves fair bandwidth allocation, high utilization, small standing queue size, and near-zero packet drops, with both steady and highly varying traffic. Additionally, the new protocol does not maintain any per-flow state in routers and requires few CPU cycles per packet, which makes it implementable in high-speed routers.

A control theoretic analysis of RED

by C. V. Hollot, Vishal Misra, Don Towsley, Wei-bo Gong - In Proceedings of IEEE Infocom , 2001
"... Abstract — In this paper we use a previously developed nonlinear dynamic model of TCP to analyze and design Active Queue Management (AQM) control systems using RED. First, we linearize the interconnection of TCP and a bottlenecked queue and discuss its feedback properties in terms of network paramet ..."
Abstract - Cited by 195 (7 self) - Add to MetaCart
Abstract — In this paper we use a previously developed nonlinear dynamic model of TCP to analyze and design Active Queue Management (AQM) control systems using RED. First, we linearize the interconnection of TCP and a bottlenecked queue and discuss its feedback properties in terms of network parameters such as link capacity, load and round-trip time. Using this model, we next design an AQM control system using the random early detection (RED) scheme by relating its free parameters such as the low-pass filter break point and loss probability profile to the network parameters. We present guidelines for designing linearly stable systems subject to network parameters like propogation delay and load level. Robustness to variations in system loads is a prime objective. We presentns simulations to support our analysis. I.

On Designing Improved Controllers for AQM Routers Supporting TCP Flows

by C. V. Hollot, Vishal Misra, Don Towsley, Wei-Bo Gong - IN PROCEEDINGS OF IEEE INFOCOM , 2000
"... In this paper we study a previously developed linearized model of TCP and AQM. We use classical control system techniques to develop controllers well suited for the application. The controllers are shown to have better theoretical properties than the well known RED controller. We present guidelines ..."
Abstract - Cited by 189 (13 self) - Add to MetaCart
In this paper we study a previously developed linearized model of TCP and AQM. We use classical control system techniques to develop controllers well suited for the application. The controllers are shown to have better theoretical properties than the well known RED controller. We present guidelines for designing stable controllers subject to network parameters like load level, propogation delay etc. We also present simple implementation techniques which require a minimal change to RED implementations. The performance of the controllers are verified and compared with RED using ns simulations. The second of our designs, the Proportional Integral (PI) controller is shown to outperform RED significantly.

Analysis and Design of an Adaptive Virtual Queue (AVQ) Algorithm for Active Queue Management

by Srisankar Kunniyur, R. Srikant - In Proceedings of ACM SIGCOMM , 2001
"... Virtual Queue-based marking schemes have been recently proposed for AQM (Active Queue Management) in Internet routers. We consider a particular scheme, which we call the Adaptive Virtual Queue (AVQ), and study its following properties: stability in the presence of feedback delays, its ability to mai ..."
Abstract - Cited by 180 (18 self) - Add to MetaCart
Virtual Queue-based marking schemes have been recently proposed for AQM (Active Queue Management) in Internet routers. We consider a particular scheme, which we call the Adaptive Virtual Queue (AVQ), and study its following properties: stability in the presence of feedback delays, its ability to maintain small queue lengths and its robustness in the presence of extremely short flows (the so-called web mice). Using a mathematical tool motivated by the earlier work of Hollot et al, we present a simple rule to design the parameters of the AVQ algorithm. We then compare its performance through simulation with several well-known AQM schemes such as RED, REM, PI controller and a non-adaptive virtual queue algorithm. With a view towards implementation, we show that AVQ can be implemented as a simple token bucket using only a few lines of code. 1

Adaptive RED: An Algorithm for Increasing the Robustness of RED

by Ramakrishna Gummadi, Xxxsecond Reader , 2001
"... Approval for the Report and Comprehensive Examination: Committee: ..."
Abstract - Cited by 145 (1 self) - Add to MetaCart
Approval for the Report and Comprehensive Examination: Committee:

End-to-End Congestion Control for the Internet: Delay and Stability

by Ramesh Johari, David Tan , 2001
"... Under the assumption that queueing delays will eventually become small relative to propagation delays, we derive stability results for a fluid flow model of end-to-end Internet congestion control. The theoretical results of the paper are intended to be decentralized and locally implemented: each end ..."
Abstract - Cited by 126 (1 self) - Add to MetaCart
Under the assumption that queueing delays will eventually become small relative to propagation delays, we derive stability results for a fluid flow model of end-to-end Internet congestion control. The theoretical results of the paper are intended to be decentralized and locally implemented: each end system needs knowledge only of its own roundtrip delay. Criteria for local stability and rate of convergence are completely characterized for a single resource, single user system. Stability criteria are also described for networks where aH users share the same roundtrip delay. Numerical experiments investigate extensions to more general networks. Through simulations, we are able to evaluate the relative importance of queueing delays and propagation delays on network stability. Finally, we suggest how these results may be used to design network resources.

Internet congestion control

by H. Low, O Paganini, John C. Doyle - IEEE Control Systems Magazine , 2002
"... This article reviews the current transmission control protocol (TCP) congestion control protocols and overviews recent advances that have brought analytical tools to this problem. We describe an optimization-based framework that provides an interpretation of various flow control mechanisms, in parti ..."
Abstract - Cited by 122 (21 self) - Add to MetaCart
This article reviews the current transmission control protocol (TCP) congestion control protocols and overviews recent advances that have brought analytical tools to this problem. We describe an optimization-based framework that provides an interpretation of various flow control mechanisms, in particular, the utility being optimized by the protocol’s equilibrium structure. We also look at the dynamics of TCP and employ linear models to exhibit stability limitations in the predominant TCP versions, despite certain built-in compensations for delay. Finally, we present a new protocol that overcomes these limitations and provides stability in a way that is scalable to arbitrary networks, link capacities, and delays.

Internet Research Needs Better Models

by Sally Floyd, Eddie Kohler
"... ..."
Abstract - Cited by 108 (5 self) - Add to MetaCart
Abstract not found

Internet Congestion Control for Future High Bandwidth-Delay Product Environments

by Dina Katabi, Mark Handley, Charlie Rohrs - ACM SIGCOMM , 2002
"... Theory and experiments show that as the per-flow product of bandwidth and latency increases, TCP becomes inefficient and prone to instability, regardless of the queuing scheme. This failing becomes increasingly important as the Internet evolves to incorporate very high-bandwidth optical links and mo ..."
Abstract - Cited by 95 (0 self) - Add to MetaCart
Theory and experiments show that as the per-flow product of bandwidth and latency increases, TCP becomes inefficient and prone to instability, regardless of the queuing scheme. This failing becomes increasingly important as the Internet evolves to incorporate very high-bandwidth optical links and more large-delay satellite links. To address

Scalable Laws for Stable Network Congestion Control

by Fernando Paganini, John Doyle, Steven Low - In Proceedings of Conference on Decision and Control , 2001
"... This paper discusses flow control in networks, in which sources control their rates based on feedback signals received from the network links, a feature present in current TCP protocols. We develop a congestion control system which is arbitrarily scalable, in the sense that its stability is maintain ..."
Abstract - Cited by 89 (23 self) - Add to MetaCart
This paper discusses flow control in networks, in which sources control their rates based on feedback signals received from the network links, a feature present in current TCP protocols. We develop a congestion control system which is arbitrarily scalable, in the sense that its stability is maintained for arbitrary network topologies and arbitrary amounts of delay. Such a system can be implemented in a decentralized way with information currently available in networks plus a small amount of additional signaling.
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