On Mon, May 07, 2001, MaD dUCK wrote:
> hey guys,
> sorry to be posting this absolutely off-topic... reason is that I am
> desperate (this is academic research, but I ain't cheatin' by asking
> you) and of all my mailing lists, you guys are simply the smartest.
> 
> i am looking for a Markov Model of the selective-repeat ARQ used in
> TCP. but i can't find one anywhere. problem is that it's a little more
> than simple M/M/1 but noone in this world seems to have ever modeled
> it and published the stuff on the web... and i can't believe that so i
> am asking you for pointers... anything?
> 
> thanks!

Martin,

Attached is the output of running a search on 'markov model' and 'tcp'
on INSPEC.  It found 23 journal articles, and the attachment lists
references and abstracts for each.  INSPEC, of course, is available at
'http://firstsearch.oclc.org', but you generally need your academic
institution to set up access, which is not readily available to
general public, I believe.

The only tangential experience I've personally had with markov models
was when I was working on cluster algorithms in monte carlo
simulations (2D Ising Model, if you care).  I've generally found Kurt
Binder's books very good in this field, so thought I might mention 'A
Guide to Monte Carlo Simulations in Statistical Physics', if you're
not already familiar with it.  But then again, I'm not sure how much
this has on Markov specifically (as Markov models are more
mathematics, than physics, IMHO).

Anyway, hope this helps and good luck with the research.

Take care,

Daniel



-- 
Daniel A. Freedman
Laboratory for Atomic and Solid State Physics
Department of Physics
Cornell University
Database: INSPEC
Query: (kw: markov and kw: model) and kw: tcp



Database:           INSPEC
Copyright:          Copyright 2001, IEE
Accession No:       6900029 INSPEC Abstract No: B2001-05-6150M-108
                    C2001-05-5640-071
Author(s):          Barakat, C.; Altman, E.
Editor:             Crowcroft, J.; Roberts, J.; Smirnov, M.I.
Corp Source:        Inst. Nat. de Recherche en Inf. et Autom., Sophia
                    Antipolis, France
Title:              A Markovian model for TCP analysis in a
                    Differentiated Services network
Source:             Quality of Future Internet Services. First COST 263
                    International Workshop, QofIS 2000. Proceedings (Lecture 
Notes in
                    Computer Science Vol.1922) p. xi+368, 55-67
Publication:        Germany
ISBN:               3540410767
Language:           English
Publisher:          Springer-Verlag; Berlin, Germany
Sponsor:            GMD FOKUS; Deutsche Telekom T-Nova; Cisco Syst.;
                    Nokia; ERCIM; IST Program, Commission of the Eur. 
Communities
Conference:         Quality of Future Internet Services. First COST 263
                    International Workshop, QofIS 2000
Conference Loc:     Berlin, Germany; 25-26 Sept. 2000
Year:               2000
Treatment:          P Practical; T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           Many schemes have been proposed to support TCP
                    traffic in a Differentiated Services network. We present an 
analytical
                    model to study the performance of these schemes. The model 
is based on
                    a Markovian fluid approach. We provide first a general 
version of the
                    model, then we specify it to the different proposed 
schemes. For each
                    scheme, we calculate the throughput achieved by a TCP 
connection. We
                    compare then their service differentiation capacity under 
different
                    subscription levels, different reservations, and different 
round-trip
                    times (18 Refs.)
Descriptor(s):      Internet; Markov processes; quality of service;
                    telecommunication traffic; transport protocols
Identifier:         Markovian model; TCP analysis; Differentiated
                    Services network; TCP traffic; scheme performance; 
Markovian fluid
                    approach; throughput; service differentiation; quality of 
service;
                    Internet
Class Code:         B6150M (Protocols); B6210L (Computer
                    communications); B0240J; C5640 (Protocols); C5620W (Other 
computer
                    networks); C1140J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2001, IEE
Accession No:       6894210 INSPEC Abstract No: B2001-05-6250F-374
Author(s):          Yong Bai; Ogielski, A.T.; Gang Wu
Corp Source:        Wireless Inf. Network Lab., Rutgers Univ.,
                    Piscataway, NJ, USA
Title:              TCP over IS-707
Source:             10th International Symposium on Personal, Indoor
                    and Mobile Radio Communications (PIMRC'99). Proceedings p. 
3 vol.
                    xxiii+1560, 1253-7 vol.3
Publication:        Japan
Language:           English
Publisher:          Osaka Univ; Odsaka, Japan
Conference:         Proceedings of PIMRC'99: International Symposium on
                    Personal and Indoor Mobile Radio Communications
Conference Loc:     Osaka, Japan; 12-15 Sept. 1999
Year:               1999
Treatment:          P Practical
Record Type:        Conference Paper
Abstract:           Mobile wireless Internet access services face a
                    problem of mitigating the time-varying, correlated frame 
losses in
                    fading radio channels. The losses may be compounded by 
detrimental
                    interactions between separate error recovery mechanisms in 
the link and
                    transport protocol layers. In this work we investigate by 
simulations
                    the performance of TCP Reno over IS-707, a radio link 
protocol (RLP)
                    standard for spread spectrum digital cellular systems, and 
study the
                    interactions of these protocols in the high loss regime. We 
show the
                    improvement of TCP goodput by a fast RLP frame error 
recovery scheme
                    based on using the IS-707 idle frames. We generalize the 
problem of
                    characterizing the performance of user applications 
accessing the
                    Internet over wireless data services by investigating the 
distributions
                    of TCP goodput at multiple time scales, that give more 
insight than
                    long-time averages. Results are presented for a range of 
frame error
                    rates and normalized Doppler frequencies using a standard 
Markov model
                    of a fading radio channel (12 Refs.)
Descriptor(s):      cellular radio; digital radio; error correction;
                    error statistics; fading channels; Internet; Markov 
processes; radio
                    access networks; spread spectrum communication; 
telecommunication
                    standards; telecommunication traffic; transport protocols
Identifier:         TCP Reno over IS-707; mobile wireless Internet
                    access services; time-varying correlated frame losses; 
fading radio
                    channels; radio link protocol standard; transport protocol 
layer;
                    spread spectrum digital cellular systems; TCP goodput; 
frame error
                    recovery scheme; IS-707 idle frames; wireless data 
services; frame
                    error rates; normalized Doppler frequencies; standard 
Markov model
Class Code:         B6250F (Mobile radio systems); B6210L (Computer
                    communications); B6250B; B6150M (Protocols); B0240J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2001, IEE
Accession No:       6873286 INSPEC Abstract No: B2001-04-6150M-094
                    C2001-04-5640-064
Author(s):          Marsan, M.A.; Casetti, C.; Gaeta, R.; Meo, M.
Editor:             Obaidat, M.S.; Davoli, F.; Marsan, M.A.
Corp Source:        Dipartimento di Elettronica, Politecnico di Torino,
                    Italy
Title:              An approximate GSPN model for the accurate
                    performance analysis of correlated TCP connections
Source:             Proceedings of the 2000 Symposium on Performance
                    Evaluation of Computer and Telecommunication Systems p. 
xii+570, 154-62
Publication:        USA
ISBN:               1565552067
Language:           English
Publisher:          SCS; San Diego, CA, USA
Sponsor:            SCS
Conference:         Proceedings of SPECTS 2000. SCS Symposium on
                    Performance Evaluation of Computer and Telecommunication 
Systems
Conference Loc:     Vancouver, BC, Canada; 16-20 July 2000
Year:               2000
Treatment:          A Application; P Practical
Record Type:        Conference Paper
Abstract:           A number of analytical models of the TCP behavior
                    have been presented in the recent literature; most of them 
consider the
                    interaction among TCP connections sharing one bottleneck 
link, but
                    assume that these connections behave independently of each 
other. In
                    this paper we develop a new model to describe the behavior 
of a number
                    of TCP connections that share a bottleneck link, 
considering the
                    effects of the synchronization among connections. The model 
is based on
                    Markovian assumptions and on two GSPN (Generalized 
Stochastic Petri
                    Net) descriptions of the system. From the two GSPN 
descriptions, using
                    a fixed point algorithm, several interesting performance 
metrics
                    referring to TCP connections can be derived. A validation 
of our
                    modeling approach is provided through extensive comparisons 
of the
                    model's results with the output of the LBL simulator, "ns 
version 2".
                    Comparisons show that our model succeeds in providing an 
accurate
                    representation of the behavior of TCP connections under 
several
                    different settings (10 Refs.)
Descriptor(s):      Internet; Markov processes; performance evaluation;
                    Petri nets; stochastic processes; synchronisation; 
transport protocols
Identifier:         approximate GSPN model; performance analysis;
                    correlated TCP connections; analytical models; 
synchronization;
                    Markovian assumptions; generalized stochastic Petri net; 
performance
                    metrics
Class Code:         B6150M (Protocols); B6210L (Computer
                    communications); B0240J; C5640 (Protocols); C5620W (Other 
computer
                    networks); C7210N; C1140J; C5470 (Performance evaluation 
and testing);
                    C5670 (Network performance)
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          FirstSearch indicates your institution owns the
                    item. Libraries that Own Item: 155
Copyright:          Copyright 2000, IEE
Accession No:       6749615 INSPEC Abstract No: C2000-12-7210N-073
Author(s):          Marsan, M.A.; Casetti, C.; Gaeta, R.; Meo, M.
Corp Source:        Dept. of Electron., Politecnico di Torino, Italy
Title:              Performance analysis of TCP connections sharing a
                    congested Internet link?
Source:             Performance Evaluation, vol.42, no.2-3 p. 109-27
ISSN:               0166-5316
CODEN:              PEEVD9
Publication:        Netherlands
Language:           English
Publisher:          Elsevier
Year:               Oct. 2000
Copyright No:       0166-5316/2000/$20.00
Treatment:          P Practical; T Theoretical or Mathematical
Record Type:        Journal Paper
Abstract:           Many Internet channels are today heavily loaded
                    with traffic, most of which is due to TCP connections 
supporting
                    applications, such as web browsing. We develop a new model 
to describe
                    the behavior of a number of TCP connections that share a 
bottleneck
                    link, considering the effects of the synchronization among 
connections.
                    The model is based on Markovian assumptions and on two GSPN
                    (generalized stochastic Petri net) descriptions of the 
system. From the
                    two GSPN descriptions, using a fixed point algorithm, 
several
                    interesting performance metrics referring to the TCP 
connections can be
                    derived. A validation of our modeling approach is provided 
through
                    extensive comparisons of the model's results with the 
output of the LBL
                    simulator. Comparisons show that our model succeeds in 
providing an
                    accurate representation of the behavior of TCP connections 
under
                    several different settings (13 Refs.)
Descriptor(s):      Internet; Markov processes; Petri nets; software
                    performance evaluation; synchronisation; transport protocols
Identifier:         TCP connections; Internet link; performance
                    analysis; synchronization; Markovian model; stochastic 
Petri net
Class Code:         C7210N; C5640 (Protocols); C6110B (Software
                    engineering techniques); C1160 (Combinatorial mathematics); 
C1140J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2000, IEE
Accession No:       6702773 INSPEC Abstract No: B2000-10-6150M-065
                    C2000-10-5640-045
Author(s):          Abouzeid, A.A.; Azizoglu, M.; Roy, S.
Editor:             Banerjee, P.; Prasanna, V.K.; Sinha, B.P.
Corp Source:        Dept. of Electr. Eng., Washington Univ., Seattle,
                    WA, USA
Title:              Stochastic modeling of TCP/IP over random loss
                    channels
Source:             High Performance Computing - HiPC'99. 6th
                    International Conference. Proceedings. (Lecture Notes in 
Computer
                    Science Vol.1745) p. xxii+412, 309-14
Publication:        Germany
ISBN:               3540669078
Language:           English
Publisher:          Springer-Verlag; Berlin, Germany
Conference:         Proceedings of 6th International Conference on High
                    Performance Computing (HiPC'99) - Mobile Computing for this 
Millenium
Conference Loc:     Calcutta, India; 17-20 Dec. 1999
Year:               1999
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           An analytical framework for modeling the
                    performance of a single TCP session in the presence of 
random packet
                    loss is presented that is based on a semi-Markov model for 
the window
                    size evolution. The model predicts the throughput for 
LAN/WAN (low and
                    high bandwidth-delay products) with good accuracy, as 
compared against
                    simulation results with the ns simulator. Generally, higher 
speed
                    channels are found be more vulnerable to random loss than 
slower
                    channels, especially for moderate to high loss rates (10 
Refs.)
Descriptor(s):      local area networks; Markov processes; modelling;
                    simulation; software performance evaluation; 
telecommunication
                    channels; telecommunication traffic; transport protocols; 
wide area
                    networks
Identifier:         stochastic modeling; TCP/IP; random loss channels;
                    performance modeling; random packet loss; semi-Markov 
model; window
                    size evolution; throughput; LAN; WAN; bandwidth-delay 
products; ns
                    simulator; channel speed; loss rates
Class Code:         B6150M (Protocols); B0240J; B6210L (Computer
                    communications); C5640 (Protocols); C1140J; C5620L (Local 
area
                    networks); C5620W (Other computer networks)
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2000, IEE
Accession No:       6690260 INSPEC Abstract No: B2000-10-6150M-018
Author(s):          Dongjie Huang; Shi, J.J.
Corp Source:        Ericsson Inc., Richardson, TX, USA
Title:              TCP with adaptive radio link
Source:             Virginia Tech's Ninth Symposium on Wireless
                    Personal Communications. Proceedings p. 290, 211-19
Publication:        USA
Language:           English
Publisher:          Virginia Tech; Blacksburg, VA, USA
Sponsor:            Virginia Tech.; Army Res. Office; AT&T Corp.;
                    Bellsouth Cellular; Comcast CellularCommun.; DATUM; et al
Conference:         Proceedings of the 9th Ann Virginia Technical
                    Symposium on Wireless Personal Communication
Conference Loc:     Blacksburg, VA, USA; 2-4 June 1999
Year:               1999
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           The performance of TCP over wireless links could
                    degrade due to handoff, high bit error rate and long 
roundtrip delay on
                    the air interface. The conventional radio link protocol 
uses fixed
                    channel coding and ARQ to mitigate impairment over wireless 
channels.
                    Adaptive channel coding with the use of punctured 
convolutional codes
                    has been proposed for its ability to adapt to channel 
quality and
                    maintain a high level of system throughput. In this paper, 
we study TCP
                    over adaptive RLP based on estimated channel condition. We 
consider a
                    Markov channel model and evaluate the performance of TCP 
with adaptive
                    RLP in such an environment. We also evaluate the existing 
channel
                    quality measurement in wireless systems and propose a 
methodology to
                    update RLP channel coding schemes based on filtered channel
                    measurement. We use simulation to calculate the throughput 
of the TCP
                    system and determine the effectiveness of adaptive channel 
coding with
                    respect to different fading rates (10 Refs.)
Descriptor(s):      adaptive codes; channel coding; convolutional
                    codes; data communication; error statistics; fading 
channels; Markov
                    processes; mobile radio; packet radio networks; parameter 
estimation;
                    radio links; telecommunication traffic; transport protocols
Identifier:         adaptive radio link; TCP; adaptive RLP; radio link
                    protocol; channel estimation; Markov channel model; 
performance
                    evaluation; channel quality measurement; filtered channel 
measurement;
                    simulation; throughput; adaptive channel coding; fading 
rates;
                    punctured convolutional codes; bit error rate; roundtrip 
delay;
                    handoff; air interface
Class Code:         B6150M (Protocols); B6250F (Mobile radio systems);
                    B0240J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2000, IEE
Accession No:       6678098 INSPEC Abstract No: B2000-09-6250-032
Author(s):          Huang, D.; Shi, J.J.
Corp Source:        Ericsson Inc., Richardson, TX, USA
Title:              TCP over packet radio link with adaptive channel
                    coding
Source:             VTC2000-Spring. 2000 IEEE 51st Vehicular Technology
                    Conference Proceedings (Cat. No.00CH37026) p. 3 vol. 
(lvi+2577), 790-4
                    vol.2
Publication:        USA
ISBN:               0780357183
Language:           English
Publisher:          IEEE; Piscataway, NJ, USA
Conference:         2000 IEEE 51st Vehicular Technology Conference.
                    Proceedings. VTC2000-Springer
Conference Loc:     Tokyo, Japan; 15-18 May 2000
Year:               2000
Copyright No:       0 7803 5718 3/2000/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           A wireless packet data communications system that
                    uses adaptive channel coding on the radio link is studied. 
A channel
                    coding adaptation mechanism based on recommendation from 
the receiver
                    is proposed. A traffic model that exhibits self-similarity 
is
                    considered for packet data applications. The radio channel 
is modeled
                    as a Rayleigh fading channel. The performance of TCP over 
such an
                    adaptive radio link is obtained through analysis and 
simulation. The
                    result indicates significant improvement in throughput and 
delay
                    performance for TCP over adaptive packet radio link. To 
gain insight to
                    dimensioning of wireless packet networks. TCP throughput 
and delay are
                    studied with respect to the number of users and file size. 
System
                    utilization is analyzed and theoretical bounds are derived 
and compared
                    with simulation results (11 Refs.)
Descriptor(s):      adaptive codes; channel coding; data communication;
                    delays; fractals; Markov processes; packet radio networks; 
radio links;
                    radio receivers; telecommunication traffic; transport 
protocols
Identifier:         adaptive channel coding; wireless packet data
                    communications system; receiver; traffic model; 
self-similarity; packet
                    data applications; Rayleigh fading channel; radio channel; 
adaptive
                    radio link; simulation; throughput performance; delay 
performance;
                    adaptive packet radio link; wireless packet network 
dimensioning; TCP
                    throughput; file size; simulation results; Markov fading 
channel model
Class Code:         B6250 (Radio links and equipment); B6150M
                    (Protocols); B6120B (Codes); B0240J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2000, IEE
Accession No:       6559231 INSPEC Abstract No: B2000-05-6150M-123
                    C2000-05-5640-104
Author(s):          Abouzeid, A.A.; Roy, S.; Azizoglu, M.
Corp Source:        Dept. of Electr. Eng., Washington Univ., Seattle,
                    WA, USA
Title:              Stochastic modeling of TCP over lossy links
Source:             Proceedings IEEE INFOCOM 2000. Conference on
                    Computer Communications. Nineteenth Annual Joint Conference 
of the IEEE
                    Computer and Communications Societies (Cat. No.00CH37064) 
p. 3
                    vol.(xxvi+1826), 1724-33 vol.3
Publication:        USA
ISBN:               0780358805
Language:           English
Publisher:          IEEE; Piscataway, NJ, USA
Sponsor:            IEEE Comput. Soc.; IEEE Commun. Soc
Conference:         Proceedings IEEE INFOCOM 2000. Conference on
                    Computer Communications. Nineteenth Annual Joint Conference 
of the IEEE
                    Computer and Communications Societies
Conference Loc:     Tel Aviv, Israel; 26-30 March 2000
Year:               2000
Copyright No:       0 7803 5880 5/2000/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           An analytical framework for modeling the
                    performance of a single TCP session in the presence of 
random packet
                    loss is presented. A Markovian approach is developed that 
allows us to
                    study both memoryless channels (IID packet loss) and 
channels with
                    memory (correlated packet loss) modeled by a two-state 
continuous-time
                    Gilbert model. The analytical results are validated against 
results
                    using the ns simulator. It is shown that the model predicts 
throughput
                    for LAN/WAN (low and high bandwidth-delay products) with 
good accuracy.
                    Further, throughput for the IID loss model is found to be 
relatively
                    insensitive to the probability density function (PDF) of 
the loss
                    inter-arrival process. For channels with memory, we present 
an
                    empirically validated rule of thumb to categorize the 
channel
                    transition frequency (11 Refs.)
Descriptor(s):      continuous time systems; correlation theory; local
                    area networks; Markov processes; memoryless systems; packet 
radio
                    networks; performance evaluation; probability; queueing 
theory;
                    telecommunication traffic; transport protocols; wide area 
networks
Identifier:         stochastic modeling; TCP; lossy links; performance;
                    random packet loss; Markovian approach; memoryless 
channels; correlated
                    packet loss; two-state continuous-time Gilbert model; ns 
simulator;
                    throughput; LAN; WAN; IID packet loss; probability density 
function;
                    PDF; loss inter-arrival process; channel transition 
frequency
Class Code:         B6150M (Protocols); B0240J; B6210L (Computer
                    communications); B0240C (Queueing theory); B6150J (Queueing 
systems);
                    C5640 (Protocols); C1140J; C5670 (Network performance); 
C5620L (Local
                    area networks); C5620W (Other computer networks); C1140C 
(Queueing
                    theory)
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2000, IEE
Accession No:       6559028 INSPEC Abstract No: B2000-05-6150M-091
Author(s):          Zorzi, M.; Rao, R.R.
Corp Source:        Dipt. di Ingegneria, Ferrara Univ., Italy
Title:              Is TCP energy efficient?
Source:             1999 IEEE International Workshop on Mobile
                    Multimedia Communications (MoMuC'99) (Cat. No.99EX384) p. 
xii+390,
                    198-201
Publication:        USA
ISBN:               0780359046
Language:           English
Publisher:          IEEE; Piscataway, NJ, USA
Sponsor:            IEEE Commun. Soc. Tech. Committees on Comput.
                    Commun., Multimedia Commun., Internet, & Personal Commun.; 
ACM SIGCOMM,
                    ACM SIGMOBILE; Center for Wireless Commun., Univ. 
California, San
                    Diego; Center for Telecommun. Res., Coloumbia Univ
Conference:         1999 IEEE International Workshop on Mobile
                    Multimedia Communications
Conference Loc:     San Diego, CA, USA; 15-17 Nov. 1999
Year:               1999
Copyright No:       0 7803 5904 6/99/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           We analyze the energy consumption performance of
                    various versions of TCP, for bulk data transfer in an 
environment where
                    channel errors are correlated. We focus on a single 
wireless TCP
                    connection and model the packet loss or error process as a 
first-order
                    Markov chain. We compute the throughput and energy 
performance of
                    various versions of TCP. The main findings of this study 
are that (1)
                    error correlations significantly affect the energy 
performance of TCP
                    consistent with analogous conclusions for throughput; and 
(2) the
                    congestion control mechanism implemented by TCP does a good 
job at
                    saving energy as well, by backing off and idling during 
error bursts.
                    An interesting conclusion is that, unlike throughput, the 
energy
                    efficiency metric may be very sensitive to the TCP version 
used and to
                    the choice of the protocol parameters (13 Refs.)
Descriptor(s):      correlation methods; data communication; energy
                    conservation; Markov processes; packet radio networks;
                    telecommunication congestion control; transport protocols
Identifier:         energy consumption performance; bulk data transfer;
                    correlated channel errors; wireless TCP connection; packet 
loss; error
                    process; first-order Markov chain; throughput; energy 
performance;
                    congestion control mechanism; error bursts; energy 
efficiency metric;
                    protocol parameters; wireless communications
Class Code:         B6150M (Protocols); B0240J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 2000, IEE
Accession No:       6551997 INSPEC Abstract No: B2000-05-6150M-046
                    C2000-05-5640-037
Author(s):          Casetti, C.; Meo, M.
Corp Source:        Dipt. di Elettronica, Politecnico di Torino, Italy
Title:              A new approach to model the stationary behavior of
                    TCP connections
Source:             Proceedings IEEE INFOCOM 2000. Conference on
                    Computer Communications. Nineteenth Annual Joint Conference 
of the IEEE
                    Computer and Communications Societies (Cat. No.00CH37064) 
p. 3
                    vol.(xxvi+1826), 367-75 vol.1
Publication:        USA
ISBN:               0780358805
Language:           English
Publisher:          IEEE; Piscataway, NJ, USA
Sponsor:            IEEE Comput. Soc.; IEEE Commun. Soc
Conference:         Proceedings IEEE INFOCOM 2000. Conference on
                    Computer Communications. Nineteenth Annual Joint Conference 
of the IEEE
                    Computer and Communications Societies
Conference Loc:     Tel Aviv, Israel; 26-30 March 2000
Year:               2000
Copyright No:       0 7803 5880 5/2000/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           In this paper, we outline a methodology that can be
                    applied to model the behavior of TCP flows. The proposed 
methodology
                    stems from a Markovian model of a single TCP source, and 
eventually
                    considers the superposition and interaction of several such 
sources
                    using standard queueing analysis techniques. Our approach 
allows the
                    evaluation of such performance indices as throughput, 
queueing delay
                    and packet loss of TCP flows. The results obtained through 
our model
                    are validated by means of simulation, under several 
topology and
                    traffic settings (10 Refs.)
Descriptor(s):      delays; Markov processes; network topology;
                    queueing theory; telecommunication traffic; transport 
protocols
Identifier:         stationary behavior; TCP connections; TCP flows;
                    Markovian model; queueing analysis; performance evaluation; 
throughput;
                    queueing delay; packet loss; topology; traffic; simulation
Class Code:         B6150M (Protocols); B0240J; B0240C (Queueing
                    theory); B6150J (Queueing systems); C5640 (Protocols); 
C1140J; C1140C
                    (Queueing theory); C5670 (Network performance)
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          Check the catalogs in your library. Libraries that
                    Own Item: 29
Copyright:          Copyright 2000, IEE
Accession No:       6524163 INSPEC Abstract No: B2000-04-6150-003
                    C2000-04-7410F-081
Author(s):          Ajmone Marsan, M.; De Souza e Silva, E.; Lo Cigno,
                    R.; Meo, M.
Corp Source:        Dipartimento di Elettronica, Politecnico di Torino,
                    Italy
Title:              A Markovian model for TCP over ATM
Source:             Telecommunication Systems - Modeling, Analysis,
                    Design and Management, vol.12, no.4 p. 341-68
ISSN:               1018-4864
CODEN:              TESYEV
Publication:        Netherlands
Language:           English
Publisher:          Baltzer
Year:               1999
Treatment:          A Application; T Theoretical or Mathematical
Record Type:        Journal Paper
Abstract:           This paper focuses on the development of an
                    approximate Markov chain model and a detailed simulation 
model for the
                    performance analysis of TCP connections supporting long 
file transfers
                    within high-speed ATM networks. The Markov model 
construction is first
                    illustrated, emphasizing the simplifying assumptions 
introduced to
                    maintain an acceptable complexity in the performance study. 
Then the
                    model validation is described, comparing the analytical 
results with
                    those produced by a very detailed simulation setup in which 
the
                    officially distributed BSD 4.3 TCP-reno code was adapted to 
run on top
                    of a software tool for the simulation of ATM networks. 
Numerical
                    results indicate that the analytical model is able to 
capture the
                    overall behavior of the system with respect to the 
performance measures
                    we consider, with a cost which is orders of magnitude less 
than the one
                    necessary to obtain reliable estimates from the detailed 
simulation
                    model (16 Refs.)
Descriptor(s):      asynchronous transfer mode; broadband networks;
                    continuous time systems; Markov processes; software tools;
                    telecommunication computing; transport protocols
Identifier:         Markovian model; TCP over ATM; approximate Markov
                    chain model; detailed simulation model; performance 
analysis; TCP
                    connections; long file transfers; high-speed ATM networks; 
model
                    validation; BSD 4.3 TCP-reno code; software tool; ATM 
networks;
                    performance measures; continuous time Markov chain model
Class Code:         B6150 (Communication system theory); B6150M
                    (Protocols); B0240J; C7410F (Communications computing); 
C1140J; C5640
                    (Protocols)
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          Check the catalogs in your library. Libraries that
                    Own Item: 94
Copyright:          Copyright 1999, IEE
Accession No:       6394886 INSPEC Abstract No: B1999-12-6135C-072
                    C1999-12-5260D-053
Author(s):          Le Leannec, F.; Toutain, F.; Guillemot, C.
Corp Source:        INRIA, IRISA, Rennes, France
Title:              Packet loss resilient MPEG-4 compliant video coding
                    for the Internet
Source:             Signal Processing: Image Communication, vol.15,
                    no.1-2 p. 35-56
ISSN:               0923-5965
CODEN:              SPICEF
Publication:        Netherlands
Language:           English
Publisher:          Elsevier
Year:               Sept. 1999
Copyright No:       0923-5965/99/$20.00
Treatment:          P Practical; T Theoretical or Mathematical
Record Type:        Journal Paper
Abstract:           Targeting multimedia communications over the
                    Internet, this paper describes a set of complementary 
techniques in the
                    direction of both improved packet loss resiliency of 
video-compressed
                    streams and efficient usage of available network resources. 
Aiming
                    first at a best trade-off between compression efficiency 
and packer
                    loss resiliency, a procedure for adapting the video coding 
modes to
                    varying network characteristics is introduced. The coding 
mode
                    selection is based on a rate-distortion procedure with 
global
                    distortion metrics incorporating channel characteristics 
under the form
                    of a two-state Markov model. This procedure has been 
incorporated in an
                    MPEG-4 video encoder. It has been observed that, in 
error-free
                    environments, the channel adaptive mode selection technique 
does not
                    bring any penalty in terms of compression while allowing a 
significant
                    gain with respect to simple conditional replenishment. On 
the other
                    hand, under the same loss conditions, it is shown that this 
procedure
                    significantly improves the encoder's performance with 
respect to the
                    original MPEG-4 encoder, to approach the robustness of 
conditional
                    replenishment mechanisms. This intrinsic robustification of 
the encoder
                    allows minimization of the effects of packet losses on the 
visual
                    quality of the received video; however, it does not avoid 
losses. A
                    rate-based flow control mechanism is then developed and 
introduced into
                    the encoder, in order to match the bandwidth requirements 
of the source
                    to the bandwidth available over the path of the connection, 
for both
                    social' and individual' benefits. The control mechanism 
developed
                    combines an RTT-based control loop allowing early reaction 
to
                    congestion and a TCP-friendly rate prediction model getting 
into play
                    under lossy conditions. This hybrid control mechanism 
allows full rate
                    control and smooth rate variations together with high 
responsiveness.
                    The introduction of the rate control in the MPEG-4 
compliant encoder
                    allows a stable PSNR and visual quality while decreasing 
significantly
                    the source throughput (36 Refs.)
Descriptor(s):      Internet; Markov processes; multimedia
                    communication; packet switching; prediction theory; rate 
distortion
                    theory; telecommunication congestion control; video coding
Identifier:         packet loss resilient coding; MPEG-4 compliant
                    video coding; Internet; multimedia communications; 
complementary
                    techniques; video-compressed streams; compression 
efficiency; video
                    coding modes; varying network characteristics; 
rate-distortion
                    procedure; global distortion metrics; channel 
characteristics;
                    two-state Markov model; conditional replenishment 
mechanisms; visual
                    quality; received video; rate-based flow control mechanism; 
RTT-based
                    control loop; TCP-friendly rate prediction model; hybrid 
control
                    mechanism; rate control; MPEG-4 compliant encoder; source 
throughput
Class Code:         B6135C; B6210L (Computer communications); B6210R
                    (Multimedia communications); B0240J; C5260D; C5620W (Other 
computer
                    networks); C1140J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 1999, IEE
Accession No:       6345946 INSPEC Abstract No: B1999-10-6150C-022
Author(s):          Xiaowei Yang
Corp Source:        Lab. for Comput. Sci., MIT, Cambridge, MA, USA
Title:              A model for window based flow control in
                    packet-switched networks
Source:             IEEE INFOCOM '99. Conference on Computer
                    Communications. Proceedings. Eighteenth Annual Joint 
Conference of the
                    IEEE Computer and Communications Societies. The Future is 
Now (Cat.
                    No.99CH36320) p. 3 vol. xxv+1583, 423-30 vol.2
Publication:        USA
ISBN:               0780354176
Language:           English
Publisher:          IEEE; Piscataway, NJ, USA
Sponsor:            IEEE Comput. Soc.; IEEE Commun. Soc
Conference:         Proceedings of INFOCOM'99: Conference on Computer
                    Communications
Conference Loc:     New York, NY, USA; 21-25 March 1999
Year:               1999
Copyright No:       0 7803 5417 6/99/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           Networks have increased rapidly both in scale and
                    speed. Problems related to the control and management are 
of increasing
                    interest. The average throughput and end-to-end delay of a 
network flow
                    are important design factors. However, there is no 
satisfactory tool to
                    obtain such parameters. The traditional packet-by-packet 
event driven
                    simulation is slow when the network speed is high. The time 
driven
                    simulation faces the difficulty of choosing the right time 
interval
                    when simulating packet-switched networks. As the 
Transmission Control
                    Protocol (TCP) is the most widely used transport layer 
protocol, and it
                    uses a window based flow control mechanism, classic queuing 
theories
                    involving Markov chain assumptions are not applicable. This 
paper
                    describes a model for window based flow control 
packet-switched
                    networks. The model attempts to provide a way to obtain the 
steady
                    state results for large and high speed networks using TCP. 
We discuss
                    in detail the construction, implementation and application 
of the
                    model. This paper also compares the results obtained from 
the model
                    with those from the packet-by-packet event driven 
simulation. The
                    comparison shows the model is correctly modeling the 
networks (9 Refs.)
Descriptor(s):      packet switching; telecommunication congestion
                    control; telecommunication network management; 
telecommunication
                    network routing; transport protocols
Identifier:         packet-switched networks; window based flow
                    control; network management; average throughput; end-to-end 
delay;
                    network flow; network speed; Transmission Control Protocol; 
transport
                    layer protocol; TCP; steady state results; packet-by-packet 
event
                    driven simulation; random early detection routers
Class Code:         B6150C (Communication switching); B6210C (Network
                    management); B6150M (Protocols); B6150P (Communication 
network design
                    and planning)
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 1999, IEE
Accession No:       6300358 INSPEC Abstract No: B1999-08-6150M-084
Author(s):          Joshi, A.S.; Umesh, M.N.; Kumar, A.; Mukhopadhyay,
                    T.; Natesh, K.; Sen, S.; Arunachalam, A.
Corp Source:        Performance Modeling Group, Silicon Autom. Syst.
                    (India) Pvt. Ltd., Bangalore, India
Title:              Performance evaluation of TCP over radio link
                    protocol in TIA/EIA/IS-99 environment
Source:             1999 IEEE International Conference on Personal
                    Wireless Communications (Cat. No.99TH8366) p. xiv+507, 
216-20
Publication:        USA
ISBN:               0780349121
Language:           English
Publisher:          IEEE; Piscataway, NJ, USA
Sponsor:            IEEE/AES/COM/LEOS India Council Chapter; Univ.
                    Victoria; IEEE Region 10; IEEE India Council; IETE (India); 
IEEE
                    Commun. Soc.; Dept. Electron.; Gov. India; Delft Univ. 
Technol.;
                    Malaviya Regional Eng. Coll
Conference:         1999 IEEE International Conference on Personal
                    Wireless Communications
Conference Loc:     Jaipur, India; 17-19 Feb. 1999
Year:               1999
Copyright No:       0 7803 4912 1/99/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           This paper presents the work done to study the
                    effects of the radio link protocol (RLP) layer on the 
performance of
                    TCP over wireless links. In particular we consider RLP as 
described in
                    TIA/EIA/IS-99 with variations in some of its parameters. We 
concentrate
                    on the sensitivity study of TCP throughput and delay, when 
the
                    parameters of RLP such as segmentation depth and maximum 
number of
                    retrials varied. Also we consider the effect of maximum TCP 
advertised
                    window size on the abovementioned TCP performance 
parameters. Previous
                    work in this area have provided some upper bounds for the 
performance
                    measures. The results presented are on the basis of 
detailed simulation
                    of the RLP retransmission mechanism. Network Simulator has 
been used as
                    the simulation platform for our study. We use a two-state 
Markov model
                    to capture the mobility characteristics of the channel. 
Some results
                    for high-speed links are also presented (6 Refs.)
Descriptor(s):      delays; Markov processes; mobile radio; radio
                    links; telecommunication traffic; transport protocols
Identifier:         performance evaluation; TCP; radio link protocol;
                    TIA/EIA/IS-99; sensitivity study; throughput; delay; 
maximum advertised
                    window size; RLP retransmission mechanism; Network 
Simulator; two-state
                    Markov model; mobility characteristics
Class Code:         B6150M (Protocols); B6250F (Mobile radio systems);
                    B0240J
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 1999, IEE
Accession No:       6275743 INSPEC Abstract No: B1999-07-6250F-213
Author(s):          An Mei Chen; Rao, R.R.
Corp Source:        Dept. of Electr. & Comput. Eng., California Univ.,
                    San Diego, La Jolla, CA, USA
Title:              On tractable wireless channel models
Source:             Ninth IEEE International Symposium on Personal,
                    Indoor and Mobile Radio Communications (Cat. No.98TH8361) 
p. 3 vol.
                    1574, 825-30 vol.2
Publication:        USA
ISBN:               0780348729
Language:           English
Publisher:          IEEE; New York, NY, USA
Sponsor:            Worcester Polytech. Inst.; Nokia; Bell Atlantic
                    Mobile; CWINS; Analog Devices; IEEE; IEEE Commun. Soc.; 
IEE; IEICE; GTE
                    Lab
Conference:         Proceedings of Ninth International Symposium on
                    Personal, Indoor, and Mobile Radio Communications (PIMRC'98)
Conference Loc:     Boston, MA, USA; 8-11 Sept. 1998
Year:               1998
Copyright No:       0 7803 4872 9/98/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           We present techniques to capture the behavior of
                    realistic channels with mathematically tractable models, We 
examine
                    different state-space aggregation techniques to reduce a 
large number
                    of states of Markov chain to a fewer number of states, The 
property of
                    strong and weak lumpability is discussed and the stochastic 
bounding
                    techniques are examined. These techniques are applied to 
three
                    different types of previously published channel models for 
mobile VHF,
                    wireless indoor, and Rayleigh fading channels. Results show 
that our
                    stochastic bounding technique can produce a simpler yet 
still accurate
                    upper bound the for original channel model. We find that 
the bounds
                    perform well when the higher-layer error control protocols 
such as
                    stop-and-go and TCP are considered (15 Refs.)
Descriptor(s):      indoor radio; land mobile radio; Markov processes;
                    protocols; Rayleigh channels
Identifier:         tractable wireless channel models; realistic
                    channels; state-space aggregation techniques; Markov chain;
                    lumpability; stochastic bounding techniques; mobile VHF; 
wireless
                    indoor; Rayleigh fading channels; higher-layer error 
control protocols;
                    stop-and-go; TCP
Class Code:         B6250F (Mobile radio systems); B6150M (Protocols);
                    B0240J
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          FirstSearch indicates your institution owns the
                    item. Libraries that Own Item: 301
Copyright:          Copyright 1999, IEE
Accession No:       6274798 INSPEC Abstract No: C1999-07-5670-006
Author(s):          Ost, A.; Haverkort, B.R.
Corp Source:        Lab. for Distributed Syst., Tech. Hochschule
                    Aachen, Germany
Title:              Analysis of windowing mechanisms with
                    infinite-state stochastic Petri nets
Source:             Performance Evaluation Review, vol.26, no.2 p. 38-46
ISSN:               0163-5999
CODEN:              PEREDN
Publication:        USA
Language:           English
Publisher:          ACM
Year:               Aug. 1998
Treatment:          T Theoretical or Mathematical
Record Type:        Journal Paper
Abstract:           In this paper we present a performance evaluation
                    of windowing mechanisms in world-wide web applications. 
Previously,
                    such mechanisms have been studied by means of measurements 
only,
                    however, given suitable tool support, we show that such 
evaluations can
                    also be performed conveniently using infinite-state 
stochastic Petri
                    nets. We briefly present this class of stochastic Petri 
nets as well as
                    the approach for solving the underlying infinite-state 
Markov chain
                    using matrix-geometric methods. We then present a model of 
the TCP
                    slow-start congestion avoidance mechanism, subject to a 
(recently
                    published) typical worldwide web workload. The model is 
parameterized
                    using measurement data for a national connection and an 
overseas
                    connection. Our study shows how the maximum congestion 
window size, the
                    connection release timeout and the packet loss probability 
influence
                    the expected number of buffered segments at the server, the 
connection
                    setup rate and the connection time (19 Refs.)
Descriptor(s):      distributed processing; information resources;
                    Internet; performance evaluation; Petri nets
Identifier:         windowing mechanisms; infinite-state stochastic
                    Petri nets; world-wide web; TCP; congestion avoidance 
mechanism
Class Code:         C5670 (Network performance); C1160 (Combinatorial
                    mathematics); C6150N (Distributed systems software); C5620W 
(Other
                    computer networks)
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          Check the catalogs in your library. Libraries that
                    Own Item: 73
Copyright:          Copyright 1999, IEE
Accession No:       6227841 INSPEC Abstract No: B1999-06-6210L-002
                    C1999-06-5620W-002
Author(s):          Ost, A.; Haverkort, B.R.
Corp Source:        Lab. for Distributed Syst., Tech. Hochschule
                    Aachen, Germany
Title:              Analysis of windowing mechanisms with
                    infinite-state stochastic Petri nets
Source:             Proc. SPIE - Int. Soc. Opt. Eng. (USA), Proceedings
                    of the SPIE - The International Society for Optical 
Engineering,
                    vol.3530 p. 178-89
ISSN:               0277-786X
CODEN:              PSISDG
Publication:        USA
Language:           English
Publisher:          SPIE-Int. Soc. Opt. Eng
Sponsor:            SPIE
Conference:         Performance and Control of Network Systems II
Conference Loc:     Boston, MA, USA; 2-4 Nov. 1998
Year:               1998
Copyright No:       0277-786X/98/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper; Journal Paper
Abstract:           In this paper we present a performance evaluation
                    of windowing mechanisms in WWW applications. Previously, 
such
                    mechanisms have been studied by means of measurements only, 
however,
                    given suitable tool support, we show that such evaluations 
can also be
                    performed conveniently using infinite-state stochastic 
Petri nets. We
                    briefly present this class of stochastic Petri nets as well 
as the
                    approach for solving the underlying infinite-state Markov 
chain using
                    matrix-geometric methods. We then present a model of the 
TCP slow-start
                    congestion avoidance mechanisms, subject to a typical WWW 
workload. The
                    model is parameterized using measurement data for a 
national connection
                    and an overseas connection. Our study shows how the maximum 
congestion
                    window size, the connection release timeout and the packet 
loss
                    probability influence the expected number of buffered 
segments at the
                    server, the connection setup rate and the connection time. 
Furthermore,
                    the crucial effect of correctly modeling the bursty nature 
of the
                    system workload is illustrated by investigating several 
arrival models
                    (18 Refs..)
Descriptor(s):      information resources; Internet; Markov processes;
                    Petri nets; telecommunication congestion control; transport 
protocols
Identifier:         windowing mechanisms; infinite-state stochastic
                    Petri nets; performance evaluation; infinite-state Markov 
chain;
                    matrix-geometric methods; TCP slow-start congestion 
avoidance
                    mechanisms; national connection; overseas connection; 
maximum
                    congestion window size; connection release timeout; packet 
loss
                    probability; buffered segments; connection setup rate; 
connection time;
                    bursty traffic; system workload; arrival models
Class Code:         B6210L (Computer communications); B0250
                    (Combinatorial mathematics); B0240J; B6150M (Protocols); 
C5620W (Other
                    computer networks); C1160 (Combinatorial mathematics); 
C1140J; C5640
                    (Protocols)
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          Check the catalogs in your library. Libraries that
                    Own Item: 40
Copyright:          Copyright 1998, IEE
Accession No:       6043521 INSPEC Abstract No: B9811-6150M-049
                    C9811-5640-040
Author(s):          Kumar, A.; Holtzman, J.
Corp Source:        Dept. of Electr. Commun. Eng., Indian Inst. of
                    Sci., Bangalore, India
Title:              Comparative performance analysis of versions of TCP
                    in a local network with a mobile radio link
Source:             Sadhana, vol.23, pt.1 p. 113-29
ISSN:               0256-2499
CODEN:              SAPSER
Publication:        India
Language:           English
Publisher:          Indian Acad. Sci
Year:               Feb. 1998
Treatment:          T Theoretical or Mathematical
Record Type:        Journal Paper
Abstract:           The scenario is that a bulk data transfer is being
                    performed over a TCP connection, from a host on a local 
area network
                    (LAN) to a mobile host attached to the LAN by a radio link. 
In an
                    earlier work we had assumed that packet losses in a TCP 
connection over
                    a radio link are statistically independent. In this paper, 
we extend
                    this analysis to a Rayleigh fading link, which we model by 
a two-state
                    Markov model. The bulk throughputs of TCP-OldTahoe and 
TCP-Tahoe are
                    compared with and without fading, for various average 
signal-to-noise
                    ratios. We also study the performance with a link protocol 
on the
                    wireless link, and study the effect of varying the link 
packet size,
                    the number of link packet attempts, and the vehicle speed. 
For the
                    parameters of the BSD UNIX implementation, over a 1.5 
Mbit/s wireless
                    link, we find that, with fading, a signal-to-noise ratio of 
at least 30
                    dB is required to get reasonable throughput with TCP Tahoe 
or OldTahoe;
                    this corresponds to at least 100 times more power than is 
needed
                    without fading. For fixed signal-to-noise ratios, as the 
vehicle speed
                    varies there are roughly 3 regions of performance: at very 
low speeds
                    (pedestrian speeds) the throughput is very good; at low 
vehicular
                    speeds the throughput deteriorates, and again becomes very 
good at
                    higher vehicle speeds. The speeds corresponding to the 
various regions
                    depend on the parameters of the link protocol (20 Refs.)
Descriptor(s):      data communication; fading; Markov processes;
                    mobile radio; performance evaluation; radio links; Rayleigh 
channels;
                    transport protocols; wireless LAN
Identifier:         performance analysis; mobile radio link; local area
                    network; LAN; bulk data transfer; mobile host; TCP 
connection; Rayleigh
                    fading; two-state Markov model; TCP-OldTahoe; TCP-Tahoe; 
bulk
                    throughputs; signal-to-noise ratios; link protocol; packet 
size;
                    vehicle speed; BSD UNIX implementation; 1.5 Mbit/s
Class Code:         B6150M (Protocols); B6250F (Mobile radio systems);
                    B6210L (Computer communications); C5640 (Protocols); C5670 
(Network
                    performance); C5620L (Local area networks)
Numerical Ind:      bit rate 1.5 E+06 bit/s
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          FirstSearch indicates your institution owns the
                    item. Libraries that Own Item: 589
Copyright:          Copyright 1998, IEE
Accession No:       6015398 INSPEC Abstract No: B9810-6150M-056
                    C9810-5640-049
Author(s):          Kumar, A.
Corp Source:        Wireless Inf. Network Lab., Rutgers Univ.,
                    Piscataway, NJ, USA
Title:              Comparative performance analysis of versions of TCP
                    in a local network with a lossy link
Source:             IEEE/ACM Transactions on Networking, vol.6, no.4 p.
                    485-98
ISSN:               1063-6692
CODEN:              IEANEP
Publication:        USA
Language:           English
Publisher:          IEEE; ACM
Year:               Aug. 1998
Copyright No:       1063-6692/98/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Journal Paper
Abstract:           We use a stochastic model to study the throughput
                    performance of various transport control protocol (TCP) 
versions (Tahoe
                    (including its older version that we call OldTahoe), Reno, 
and NewReno)
                    in the presence of random losses on a wireless link in a 
local network.
                    We model the cyclic evolution of TCP, each cycle starting 
at the epoch
                    at which recovery starts from the losses in the previous 
cycle. TCP
                    throughput is computed as the reward rate in a certain 
Markov
                    renewal-reward process. Our model allows us to study the 
performance
                    implications of various protocol features, such as fast 
retransmit and
                    fast recovery. We show the impact of coarse timeouts. In 
the local
                    network environment the key issue is to avoid a coarse 
timeout after a
                    loss occurs. We show the effect of reducing the number of 
duplicate
                    acknowledgements (ACKs) for triggering a fast retransmit. A 
large
                    coarse timeout granularity seriously affects the 
performance of TCP,
                    and the various protocol versions differ in their ability 
to avoid a
                    coarse timeout when random loss occurs; we quantify these 
differences.
                    We show that, for large packet-loss probabilities, TCP-Reno 
performs no
                    better, or worse, than TCP-Tahoe. TCP-NewReno is a 
considerable
                    improvement over TCP-Tahoe, and reducing the 
fast-retransmit threshold
                    from three to one yields a large gain in throughput; this 
is similar to
                    one of the modifications in the TCP-Vegas proposal. We 
explain some of
                    these observations in terms of the variation of 
fast-recovery
                    probabilities with packet-loss probability. The results of 
our analysis
                    compare well with a simulation that uses actual TCP code 
(15 Refs.)
Descriptor(s):      land mobile radio; Markov processes; transport
                    protocols; wireless LAN
Identifier:         local network; lossy link; stochastic model;
                    throughput performance; transport control protocol; Tahoe; 
OldTahoe;
                    Reno; NewReno; random losses; wireless link; cyclic 
evolution;
                    recovery; reward rate; Markov renewal-reward process; fast 
retransmit;
                    fast recovery; coarse timeouts; duplicate acknowledgements; 
packet-loss
                    probabilities; TCP-Reno; TCP-Tahoe; TCP-NewReno; TCP-Vegas; 
TCP-OldTahoe
Class Code:         B6150M (Protocols); B6210L (Computer
                    communications); B6250F (Mobile radio systems); B0240Z 
(Other topics in
                    statistics); C5640 (Protocols); C5620L (Local area 
networks); C5670
                    (Network performance); C1140Z (Other topics in statistics)
------------------------------------------------------------------------

Database:           INSPEC
Ownership:          FirstSearch indicates your institution owns the
                    item. Libraries that Own Item: 548
Copyright:          Copyright 1998, IEE
Accession No:       5988401 INSPEC Abstract No: B9809-6150J-007
Author(s):          Altman, E.; Basar, T.
Corp Source:        Inst. Nat. de Recherche en Inf. et Autom., Sophia
                    Antipolis, France
Title:              Multiuser rate-based flow control
Source:             IEEE Transactions on Communications, vol.46, no.7
                    p. 940-9
ISSN:               0090-6778
CODEN:              IECMBT
Publication:        USA
Language:           English
Publisher:          IEEE
Year:               July 1998
Copyright No:       0090-6778/98/$10.00
Treatment:          T Theoretical or Mathematical
Record Type:        Journal Paper
Abstract:           Flow and congestion control allow the users of a
                    telecommunication network to regulate the traffic that they 
send into
                    the network in accordance with the quality of service that 
they
                    require. Flow control may be performed by the network, as 
is the case
                    in asynchronous transfer mode (ATM) networks (the available 
bit rate
                    (ABR) transfer capacity), or by the users themselves, as is 
the case in
                    the Internet [transmission control protocol/Internet 
protocol
                    (TCP/IP)]. We study both situations using optimal control 
and dynamic
                    game techniques. The first situation leads to the 
formulation of a
                    dynamic team problem, while the second one leads to a 
dynamic
                    noncooperative game, for which we establish the existence 
and
                    uniqueness of a linear Nash equilibrium and obtain a 
characterization
                    of the corresponding equilibrium policies along with the 
performance
                    costs. We further show that when the users update their 
policies in a
                    greedy manner, not knowing a priori the utilities of the 
other players,
                    the sequence of policies thus generated converges to the 
Nash
                    equilibrium. Finally, we study an extension of the model 
that
                    accommodates multiple traffic types for each user, with the 
switching
                    from one type of traffic to another being governed by a 
Markov jump
                    process. Presentation of some numerical results complements 
this study
                    (30 Refs.)
Descriptor(s):      asynchronous transfer mode; convergence of
                    numerical methods; decentralised control; game theory; 
Markov
                    processes; optimal control; queueing theory; 
telecommunication
                    congestion control; telecommunication networks; 
telecommunication
                    traffic; transport protocols
Identifier:         multiuser rate-based flow control; congestion
                    control; telecommunication network; traffic regulation; 
quality of
                    service; asynchronous transfer mode; ATM networks; 
available bit rate;
                    ABR transfer capacity; Internet; transmission control 
protocol/Internet
                    protocol; TCP/IP; optimal control; dynamic game; dynamic 
team problem;
                    dynamic noncooperative game; linear Nash equilibrium; 
performance
                    costs; multiple traffic types; Markov jump process; 
convergence
                    analysis; bottleneck queue; greedy decentralised algorithms
Class Code:         B6150J (Queueing systems); B0240C (Queueing
                    theory); B0240E (Game theory); B6150M (Protocols); B0240Z 
(Other topics
                    in statistics); B6150C (Communication switching)
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 1998, IEE
Accession No:       5932201 INSPEC Abstract No: B9807-6210L-067
                    C9807-5620L-020
Author(s):          Nguyen, G.T.; Katz, R.H.; Noble, B.;
                    Satyanarayanan, M.
Editor:             Charnes, J.M.; Morrice, D.J.; Brunner, D.T.; Swain,
                    J.J.
Corp Source:        Div. of Comput. Sci., California Univ., Berkeley,
                    CA, USA
Title:              A trace-based approach for modeling wireless
                    channel behavior
Source:             1996 Winter Simulation Conference Proceedings p.
                    xxxi+1527, 597-604
Publication:        USA
ISBN:               0780333837
Language:           English
Publisher:          SCS Int; San Diego, CA, USA
Sponsor:            American Statistical Assoc.; ACM; INFORMS; IEEE;
                    IIE; NIST; SCS
Conference:         Proceedings of 1996 Winter Simulation Conference
                    Proceedings
Conference Loc:     Coronado, CA, USA; 8-11 Dec. 1996
Year:               1996
Treatment:          A Application; P Practical
Record Type:        Conference Paper
Abstract:           The loss behavior of wireless networks has become
                    the focus of many recent research efforts. Although it is 
generally
                    agreed that wireless communications experience higher error 
rates than
                    wireline, the nature of these lossy links is not fully 
understood. This
                    paper describes an effort to characterize the loss behavior 
of the AT&T
                    WaveLAN, a popular in-building wireless interface. Using a 
trace-based
                    approach, packet loss information is recorded, analyzed, 
and validated.
                    Our results indicate that WaveLAN experiences an average 
packet error
                    rate of 2 to 3 percent. Further analysis reveals that these 
errors are
                    not independent, making it hard to model them with a simple 
two-state
                    Markov chain. We derive another model based on the 
distributions of the
                    error and error-free length of the packet streams. For 
validation, we
                    modulate both the error models and the traces in a 
simulator.
                    Trace-driven simulations yield an average TCP throughput of 
about 5
                    percent less than simulations using our best error model 
(13 Refs.)
Descriptor(s):      discrete event simulation; Markov processes;
                    transport protocols; wireless LAN
Identifier:         trace-based approach; wireless channel behavior
                    modelling; loss behavior; AT&T WaveLAN; packet loss 
information;
                    two-state Markov chain; trace-driven simulations; TCP 
throughput
Class Code:         B6210L (Computer communications); B6150M
                    (Protocols); B0240Z (Other topics in statistics); C5620L 
(Local area
                    networks); C5640 (Protocols); C6185 (Simulation 
techniques); C1140Z
                    (Other topics in statistics)
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 1997, IEE
Accession No:       5564987 INSPEC Abstract No: B9706-6140C-125
                    C9706-5260B-074
Author(s):          Davis, G.M.; Danskin, J.N.; Xiyong Song
Corp Source:        Dartmouth Coll., Hanover, NH, USA
Title:              Joint source and channel coding for Internet image
                    transmission
Source:             Proceedings. International Conference on Image
                    Processing (Cat. No.96CH35919) p. 3 vol. 
(xlviii+1029+1067+1073), 21-4
                    vol.1
Publication:        USA
ISBN:               0780332598
Language:           English
Publisher:          IEEE; New York, NY, USA
Sponsor:            IEEE Signal Process. Soc
Conference:         Proceedings of 3rd IEEE International Conference on
                    Image Processing
Conference Loc:     Lausanne, Switzerland; 16-19 Sept. 1996
Year:               1996
Copyright No:       0 7803 3258 X/96/$5.00
Treatment:          T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           Images are usually transmitted across the Internet
                    using a lossless protocol such as TCP/IP. Lossless 
protocols require
                    retransmission of lost packets, which substantially 
increases
                    transmission time. We introduce a fast lossy Internet image
                    transmission scheme (FLIIT) for compressed images which 
uses forward
                    error correction to eliminate retransmission delays. FLIIT 
couples an
                    embedded quantization scheme with optimized shielding of 
important
                    portions of the image. We describe a joint source and 
channel coding
                    algorithm for images that minimizes the expected distortion 
resulting
                    both from network packet losses and from inexact 
quantization of
                    transform coefficients. The algorithm adaptively allocates 
quantizer
                    resolution bits and redundancy bits to image subbands to 
control
                    quantization errors and expected packet transmission 
losses. Our packet
                    loss model incorporates the effects of burst losses using a 
Markov
                    packet loss model with empirically derived parameters. Our 
preliminary
                    results show a dramatic reduction in the amount of forward 
error
                    correction needed to achieve a given expected fidelity as 
compared to a
                    fixed-rate channel coding scheme (16 Refs.)
Descriptor(s):      adaptive signal processing; channel coding; forward
                    error correction; image coding; Internet; Markov processes; 
packet
                    switching; source coding; transform coding; transport 
protocols; visual
                    communication
Identifier:         compressed images; image coding; joint
                    source-channel coding; lossless protocols; TCP/IP; Markov 
packet loss
                    model; transmission time; fast lossy Internet image 
transmission;
                    forward error correction; retransmission delay; embedded 
quantization;
                    optimized image shielding; distortion; network packet 
losses; transform
                    coefficient; adaptive algorithm; quantizer resolution bits; 
quantizer
                    redundancy bits; quantization error control; packet 
transmission
                    losses; burst losses
Class Code:         B6140C (Optical information, image and video signal
                    processing); B6120B (Codes); B6210L (Computer 
communications); B6150M
                    (Protocols); B6150C (Communication switching); C5260B 
(Computer vision
                    and image processing techniques); C5620W (Other computer 
networks);
                    C5640 (Protocols)
------------------------------------------------------------------------

Database:           INSPEC
Copyright:          Copyright 1995, IEE
Accession No:       5113173 INSPEC Abstract No: B9512-6150M-091
                    C9512-5640-070
Author(s):          Holmstrom, T.; Korner, U.
Editor:             Norros, I.; Virtamo, J.
Corp Source:        Lund Inst. of Technol., Sweden
Title:              Two algorithms for enhancing the performance of
                    end-to-end transport protocols on top of ATM
Source:             Twelfth Nordic Teletraffic Seminar NTS12 (VTT
                    Symposium 154) p. 494, 325-38
Publication:        Finland
Language:           English
Publisher:          Tech. Res. Centre Finland; Espoo, Finland
Conference:         Twelfth Nordic Teletraffic Seminar NTS12 (VTT
                    Symposium 154)
Conference Loc:     Espoo, Finland; 22-24 Aug. 1995
Year:               1995
Treatment:          P Practical; T Theoretical or Mathematical
Record Type:        Conference Paper
Abstract:           Using "classical" end-to-end protocols, like TCP
                    and TP4, in ATM networks often means a degraded 
performance. This is
                    due to the lack of retransmission at link by link level 
that is a
                    characteristic of ATM networks. In this paper we report on
                    investigations of two algorithms that could help to 
somewhat eliminate
                    the negative effects. The algorithms were initially 
designed for a LAN
                    emulation environment but here they are applied to nodes in 
an
                    intermediate ATM-network. The packet discard algorithm, PDA 
aims at
                    releasing valuable bandwidth by means of discarding cells 
belonging to
                    packets where one cell has already been lost. These cells 
would
                    ultimately have been discarded by the receiver. The early 
packet
                    discard algorithm, EPDA monitors a buffer level, when the 
level reaches
                    a predetermined threshold, the algorithm starts discarding 
cells
                    belonging to new packets. It continues to do so until the 
buffer level
                    drops below a lower threshold. A simple analytical time 
continuous
                    Markov model is presented for the EPDA. Results from 
discrete time
                    simulations are also presented. The results show that the 
EPDA enhances
                    the performance in some cases but also that the algorithm 
gives worse
                    performance in other cases, due to low buffer space 
utilisation. For
                    the PDA, results from discrete time simulations are shown. 
The results
                    show that the algorithm gives better performance in all 
cases (4 Refs.)
Descriptor(s):      asynchronous transfer mode; buffer storage;
                    discrete time systems; Markov processes; packet switching; 
transport
                    protocols
Identifier:         end-to-end transport protocols; link by link level;
                    ATM networks; intermediate ATM-network; early packet 
discard algorithm;
                    buffer level; predetermined threshold; lower threshold; 
analytical time
                    continuous Markov model; discrete time simulations; buffer 
space
                    utilisation
Class Code:         B6150M (Protocols); B6150C (Communication
                    switching); B0240Z (Other topics in statistics); C5640 
(Protocols);
                    C1140Z (Other topics in statistics)
------------------------------------------------------------------------

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