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A generalized processor sharing approach to flow control in integrated services networks: the single-node case (1993)

by A Parekh, R Gallager
Venue:IEEE/ACM Transactions on Networking
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Integrated services in the internet architecture: an overview (RFC

by Group R. Braden, S. Shenker, Scott Shenker, Lixia Zhang, Deborah Estrin, Sugih Jamin , 1633
"... This memo provides information for the Internet community. This memo does not specify an Internet standard of any kind. Distribution of this memo is unlimited. This memo discusses a proposed extension to the Internet architecture and protocols to provide integrated services, i.e., to support real-ti ..."
Abstract - Cited by 737 (24 self) - Add to MetaCart
This memo provides information for the Internet community. This memo does not specify an Internet standard of any kind. Distribution of this memo is unlimited. This memo discusses a proposed extension to the Internet architecture and protocols to provide integrated services, i.e., to support real-time as well as the current non-real-time service of IP. This extension is necessary to meet the growing need for real-time service for a variety of new applications, including teleconferencing, remote seminars, telescience, and distributed simulation. This memo represents the direct product of recent work by Dave Clark,
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...igned to each leaf node.sAn idealized fluid model of instantaneous link-sharing withsproportional sharing of excess is the fluid processor sharingsmodel (introduced in [DKS89] and further explored in =-=[Parekh92]-=-sand generalized to the hierarchical case) where at every instantsBraden, Clark & Shenkers[Page 17]sRFC 1633sIntegrated Services ArchitecturesJune 1994sthe available bandwidth is shared between the ac...

Service Disciplines for Guaranteed Performance Service in Packet-Switching Networks

by Hui Zhang - Proceedings of the IEEE , 1995
"... While today’s computer networks support only best-effort service, future packet-switching integrated-services networks will have to support real-time communication services that allow clients to transport information with performance guarantees expressed in terms of delay, delay jitter, throughput, ..."
Abstract - Cited by 609 (4 self) - Add to MetaCart
While today’s computer networks support only best-effort service, future packet-switching integrated-services networks will have to support real-time communication services that allow clients to transport information with performance guarantees expressed in terms of delay, delay jitter, throughput, and loss rate. An important issue in providing guaranteed performance service is the choice of the packet service discipline at switching nodes. In this paper, we survey several service disciplines that are proposed in the literature to provide per-connection end-to-end peqormance guarantees in packet-switching networks. We describe their mechanisms, their similarities and differences, and the performance guarantees they can provide. Various issues and tradeoffs in designing service disciplines for guaranteed performance service are discussed, and a general framework for studying and comparing these disciplines are presented. I.
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...OF THE IEEE, VOL. 83, NO. 10, OCTOBER 1995sThere are different ways of approximating FFQ service in a packet system. Among them, the most well known one is the WFQ discipline [12], also known as PGPS =-=[47]-=-. In WFQ, when the server is ready to transmit the next packet at time 7, it picks, among all the packets queued in the system at 7, the first packet that would complete service in the corresponding F...

Supporting Real-Time Applications in an Integrated Services Packet Network: Architecture and Mechanism

by David D. Clark, Scott Shenker, Lixia Zhang , 1992
"... This paper considers the support of real-time applications in an ..."
Abstract - Cited by 573 (26 self) - Add to MetaCart
This paper considers the support of real-time applications in an
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...sed scheduling algorithm which isanonuniformly weighted version of the Fair Queueing algorithm discussed in Reference [4], and then refer to a recent result due to Parekh and Gallager (see References =-=[19, 20]-=-) which states that, under certain conditions, this algorithm delivers guaranteed service in a network of arbitrary topology. Wethen turn, in Sections 5 and 6, to the scheduling algorithms best suited...

Fundamental Design Issues for the Future Internet

by Scott Shenker - IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS , 1995
"... The Internet has been a startling and dramatic success. However, multimedia applications, with their novel traffic characteristics and service requirements, pose an interesting challenge to the technical foundations of the Internet. In this paper we address some of the fundamental architectural d ..."
Abstract - Cited by 471 (3 self) - Add to MetaCart
The Internet has been a startling and dramatic success. However, multimedia applications, with their novel traffic characteristics and service requirements, pose an interesting challenge to the technical foundations of the Internet. In this paper we address some of the fundamental architectural design issues facing the future Internet. In particular, we discuss whether the Internet should adopt a new service model, how this service model should be invoked, and whether this service model should include admission control. These architectural issues are discussed in a nonrigorous manner, through the use of a utility function formulation and some simple models. While we do advocate some design choices over others, the main purpose here is to provide a framework for discussing the various architectural alternatives.

The Performance of TCP/IP for Networks with High Bandwidth-Delay Products and Random Loss.

by Member, IEEE T V Lakshman , Senior Member, IEEE Upamanyu Madhow - IEEE/ACM Trans. Networking, , 1997
"... Abstract-This paper examines the performance of TCP/IP, the Internet data transport protocol, over wide-area networks (WANs) in which data traffic could coexist with real-time traffic such as voice and video. Specifically, we attempt to develop a basic understanding, using analysis and simulation, ..."
Abstract - Cited by 465 (6 self) - Add to MetaCart
Abstract-This paper examines the performance of TCP/IP, the Internet data transport protocol, over wide-area networks (WANs) in which data traffic could coexist with real-time traffic such as voice and video. Specifically, we attempt to develop a basic understanding, using analysis and simulation, of the properties of TCP/IP in a regime where: 1) the bandwidth-delay product of the network is high compared to the buffering in the network and 2) packets may incur random loss (e.g., due to transient congestion caused by fluctuations in real-time traffic, or wireless links in the path of the connection). The following key results are obtained. First, random loss leads to significant throughput deterioration when the product of the loss probability and the square of the bandwidth-delay product is larger than one. Second, for multiple connections sharing a bottleneck link, TCP is grossly unfair toward connections with higher round-trip delays. This means that a simple first in first out (FIFO) queueing discipline might not suffice for data traffic in WANs. Finally, while the recent Reno version of TCP produces less bursty traffic than the original Tahoe version, it is less robust than the latter when successive losses are closely spaced. We conclude by indicating modifications that may be required both at the transport and network layers to provide good end-to-end performance over high-speed WANs.

Specification of the controlled-load network element service

by J. Wroclawski , 1997
"... This document specifies an Internet standards track protocol for the Internet community, and requests discussion and suggestions for improvements. Please refer to the current edition of the "Internet Official Protocol Standards " (STD 1) for the standardization state and status of this pro ..."
Abstract - Cited by 420 (9 self) - Add to MetaCart
This document specifies an Internet standards track protocol for the Internet community, and requests discussion and suggestions for improvements. Please refer to the current edition of the "Internet Official Protocol Standards " (STD 1) for the standardization state and status of this protocol. Distribution of this memo is unlimited. This memo specifies the network element behavior required to deliver Controlled-Load service in the Internet. Controlled-load service provides the client data flow with a quality of service closely approximating the QoS that same flow would receive from an unloaded network element, but uses capacity (admission) control to assure that this service is received even when the network element is overloaded. 1.
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... greater than the Tspec token rate available to the flow in certain situations. The requirement for the availability of extra bandwidth may be derived from the fluid model of traffic scheduling (e.g. =-=[7]-=-). If a flow receives exactly its promised token rate at all times, queueing caused by an overrate burst arriving at the network element may never clear, causing the traffic queueing delay to permanan...

Efficient Fair Queuing using Deficit Round Robin

by M. Shreedhar, George Varghese - SIGCOMM '95 , 1995
"... Fair queuing is a technique that allows each flow passing through a network device to have a fair share of network resources. Previous schemes for fair queuing that achieved nearly perfect fairness were expensive to implement: specifically, the work required to process a packet in these schemes was ..."
Abstract - Cited by 359 (4 self) - Add to MetaCart
Fair queuing is a technique that allows each flow passing through a network device to have a fair share of network resources. Previous schemes for fair queuing that achieved nearly perfect fairness were expensive to implement: specifically, the work required to process a packet in these schemes was O(log(n)), where n is the number of active flows. This is expensive at high speeds. On the other hand, cheaper approximations of fair queuing that have been reported in the literature exhibit unfair behavior. In this paper, we describe a new approximation of fair queuing, that we call Deficit Round Robin. Our scheme achieves nearly perfect fairness in terms of throughput, requires only O(1) work to process a packet, and is simple enough to implement in hardware. Deficit Round Robin is also applicable to other scheduling problems where servicing cannot be broken up into smaller units, and to distributed queues.
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...number of other features needed for DQDB. We believe that we have cleanly abstracted the problem; thus our results are simpler and applicable to a variety of contexts. A paper by Parekh and Gallagher =-=[PG93]-=- showed that Fair Queuing could be used together with a leaky bucket admission policy to provide delay guarantees. This showed that FQ provides more than isolation; it also provides end--to--end laten...

Fair Scheduling in Wireless Packet Networks

by Songwu Lu, Vaduvur Bharghavan, Rayadurgam Srikant - IEEE/ACM Transactions on Networking , 1997
"... Fair scheduling of delay and rate-sensitive packet flows over a wireless channel is not addressed effectively by most contemporary wireline fair scheduling algorithms because of two unique characteristics of wireless media: (a) bursty channel errors, and (b) location-dependent channel capacity and e ..."
Abstract - Cited by 338 (21 self) - Add to MetaCart
Fair scheduling of delay and rate-sensitive packet flows over a wireless channel is not addressed effectively by most contemporary wireline fair scheduling algorithms because of two unique characteristics of wireless media: (a) bursty channel errors, and (b) location-dependent channel capacity and errors. Besides, in packet cellular networks, the base station typically performs the task of packet scheduling for both downlink and uplink flows in a cell; however a base station has only a limited knowledge of the arrival processes of uplink flows. In this paper, we propose a new model for wireless fair scheduling based on an adaptation of fluid fair queueing to handle location-dependent error bursts. We describe an ideal wireless fair scheduling algorithm which provides a packetized implementation of the fluid model while assuming full knowledge of the current channel conditions. For this algorithm, we derive the worst-case throughput and delay bounds. Finally, we describe a practical wir...
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... then describe algorithms for packet scheduling in wireless networks to achieve such fairness. In wireline networks, a popular model for packet scheduling over a link is the fluid fair queueing model =-=[5, 11]-=-. In this model, packet flows are modeled as fluid flows through a channel of capacity C, and every flow f is assigned a weight rf ; over any infinitesimally small window of time \Deltat, a backlogged...

A measurement-based admission control algorithm for integrated services packet networks

by Sugih Jamin, Peter B. Danzig, Scott J. Shenker , Lixia Zhang - IEEE/ACM TRANSACTIONS ON NETWORKING , 1997
"... Many designs for integrated service networks offer a bounded delay packet delivery service to support real-time applications. To provide bounded delay service, networks must use admission control to regulate their load. Previous work on admission control mainly focused on algorithms that compute the ..."
Abstract - Cited by 338 (9 self) - Add to MetaCart
Many designs for integrated service networks offer a bounded delay packet delivery service to support real-time applications. To provide bounded delay service, networks must use admission control to regulate their load. Previous work on admission control mainly focused on algorithms that compute the worst case theoretical queueing delay to guarantee an absolute delay bound for all packets. In this paper we describe a measurement-based admission control algorithm for predictive service, which allows occasional delay violations. We have tested our algorithm through simulations on a wide variety of network topologies and driven with various source models, including some that exhibit long-range dependence, both in themselves and in their aggregation. Our simulation results suggest that, at least for the scenarios studied here, the measurement-based approach combined with the relaxed service commitment of predictive service enables us to achieve a high
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...ctive traffic, we first need a model for the worst-case delay of priority queues. Cruz, in [9], derived a tight bound for the worst-case delay, of priority queue level Our derivation follows Parekh’s =-=[34]-=-, which is a simpler, but looser, bound for that assumes small packet sizes, i.e., the transmission time of each packet is sufficiently small (as compared to other delays) and hence can be ignored. Th...

Bandwidth Sharing: Objectives and Algorithms

by L. Massoulié, J. Roberts - IEEE/ACM Transactions on Networking , 1999
"... This paper concerns the design of distributed algorithms for sharing network bandwidth resources among contending flows. The classical fairness notion is the so-called max-min fairness; F. Kelly [8] has recently introduced the alternative proportional fairness criterion; we introduce a third crit ..."
Abstract - Cited by 336 (11 self) - Add to MetaCart
This paper concerns the design of distributed algorithms for sharing network bandwidth resources among contending flows. The classical fairness notion is the so-called max-min fairness; F. Kelly [8] has recently introduced the alternative proportional fairness criterion; we introduce a third criterion, which is naturally interpreted in terms of the delays experienced by ongoing transfers. We prove that fixed size window control can achieve fair bandwidth sharing according to any of these criteria, provided scheduling at each link is performed in an appropriate manner. We next consider a distributed random scheme where each traffic source varies its sending rate randomly, based on binary feedback information from the network. We show how to select the source behaviour so as to achieve an equilibrium distribution concentrated around the considered fair rate allocations. This stochastic analysis is then used to assess the asymptotic behaviour of deterministic rate adaption proc...
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...s . 3) Max–Min Fairness: A particularly interesting allocation results from the use of the fair queueing scheduling policy (see MASSOULIÉ AND ROBERTS: BANDWIDTH SHARING: OBJECTIVES AND ALGORITHMS 325 =-=[19]-=- for its description). We interpret fair queueing in the considered fluid system to imply equal rates for all backlogged flows, and lesser rates for nonbacklogged flows. Theorem 3: In the setting of T...

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