skip to content
Performance modeling, stochastic networks, and statistical multiplexing Preview this item
ClosePreview this item
Checking...

Performance modeling, stochastic networks, and statistical multiplexing

Author: Ravi Rasendra Mazumdar
Publisher: San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : Morgan & Claypool, ©2013.
Series: Synthesis lectures on communication networks, #12.
Edition/Format:   eBook : Document : English : 2nd edView all editions and formats
Database:WorldCat
Summary:
This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of introducing an appropriate mathematical framework for modeling and analysis as well as understanding the phenomenon of statistical multiplexing. The models, techniques, and results presented form the core of traffic engineering methods used to design, control and allocate  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Mazumdar, Ravi Rasendra, 1955-
Performance modeling, stochastic networks, and statistical multiplexing.
[San Rafael] : Morgan & Claypool Publishers, [2013]
(OCoLC)842208839
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ravi Rasendra Mazumdar
ISBN: 9781627051736 1627051732 1627051724 9781627051729
OCLC Number: 853273088
Notes: Part of: Synthesis digital library of engineering and computer science.
Description: 1 online resource (xiv, 197 pages) : illustrations.
Contents: Introduction to traffic models and analysis --
Queues and performance analysis --
Loss models for networks --
Stochastic networks and insensitivity --
Statistical multiplexing --
Review of probability and Markov chains. 1. Introduction to traffic models and analysis --
1.1. Introduction --
1.2. Traffic arrival models --
1.3. Stochastic intensities and Martingales --
1.4. Residual life and the inspection paradox --
1.5. Event and time averages (EATA) --
1.5. Fluid traffic arrival models. 2. Queues and performance analysis --
2.1. Preliminaries --
2.2. Queueing models --
2.3. Waiting times and workload in queues --
2.4. From means to distributions --
2.5. Fluid queues. 3. Loss models for networks --
3.1. Introduction --
3.2. Mathematical preliminaries --
3.3. Erlang loss system --
3.4. Multi-rate Erlang loss systems --
3.5. The general network case --
3.6. Large loss systems --
3.7. Loss network models in wireless communication networks --
3.8. Some properties of large multi-rate systems. 4. Stochastic networks and insensitivity --
4.1. Introduction --
4.2. Markovian networks --
4.2.1. First-order equivalents --
4.3. Insensitivity in stochastic networks --
4.4. Optimization and bandwidth allocation --
4.5. Model for flow based architectures --
4.6. Complex networks and chaos --
4.7. Stochastic fluid networks. 5. Statistical multiplexing --
5.1. Performance metrics for quality of service (QoS) --
5.2. Multiplexing and effective bandwidths-motivation --
5.3. Multiplexing fluid inputs --
5.4. QoS-packet loss and effective bandwidths --
5.5. Estimating buffer overflow probabilities --
5.6. Effective bandwidths revisited. A. Review of probability and Markov chains --
Bibliography --
Author's biography --
Index.
Series Title: Synthesis lectures on communication networks, #12.
Responsibility: Ravi R. Mazumdar.

Abstract:

This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of introducing an appropriate mathematical framework for modeling and analysis as well as understanding the phenomenon of statistical multiplexing. The models, techniques, and results presented form the core of traffic engineering methods used to design, control and allocate resources in communication networks. The novelty of the monograph is the fresh approach and insights provided by a sample-path methodology for queueing models that highlights the important ideas of Palm distributions associated with traffic models and their role in computing performance measures. The monograph also covers stochastic network theory including Markovian networks. Recent results on network utility optimization and connections to stochastic insensitivity are discussed. Also presented are ideas of large buffer, and many sources asymptotics that play an important role in understanding statistical multiplexing. In particular, the important concept of effective bandwidths as mappings from queueing level phenomena to loss network models is clearly presented along with a detailed discussion of accurate approximations for large networks.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/853273088> # Performance modeling, stochastic networks, and statistical multiplexing
    a schema:MediaObject, schema:CreativeWork, schema:Book ;
    library:oclcnum "853273088" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/cau> ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/3503720599#Place/san_rafael_calif_1537_fourth_street_san_rafael_ca_94901_usa> ; # San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA)
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/queues> ; # queues
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/communication_networks> ; # communication networks
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/network_performance_telecommunication_mathematical_models> ; # Network performance (Telecommunication)--Mathematical models
    schema:about <http://id.loc.gov/authorities/subjects/sh85029031> ; # Communication--Network analysis
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/palm_distributions> ; # Palm distributions
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/computers_networking_vendor_specific> ; # COMPUTERS--Networking--Vendor Specific
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/multiplexing_statistical_methods> ; # Multiplexing--Statistical methods
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/stochastic_networks> ; # stochastic networks
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/computer_networks_mathematical_models> ; # Computer networks--Mathematical models
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/performance_modeling> ; # performance modeling
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/statistical_multiplexing> ; # statistical multiplexing
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/point_process> ; # point process
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/system_analysis_statistical_methods> ; # System analysis--Statistical methods
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/computers_data_transmission_systems_general> ; # COMPUTERS--Data Transmission Systems--General
    schema:about <http://id.loc.gov/authorities/subjects/sh85128181> ; # Stochastic processes
    schema:about <http://id.worldcat.org/fast/872326> ; # Computer networks--Mathematical models
    schema:about <http://id.worldcat.org/fast/869978> ; # Communication--Network analysis
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/stochastic_analysis> ; # Stochastic analysis
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/insensitivity> ; # insensitivity
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/effective_bandwiths> ; # effective bandwiths
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/mathematical_models> ; # Mathematical models
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Topic/problem_solving> ; # Problem solving
    schema:about <http://dewey.info/class/004.6/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/3503720599#Thing/fluid_inputs> ; # fluid inputs
    schema:about <http://id.worldcat.org/fast/1133519> ; # Stochastic processes
    schema:bookEdition "2nd ed." ;
    schema:bookFormat schema:EBook ;
    schema:copyrightYear "2013" ;
    schema:creator <http://viaf.org/viaf/106832919> ; # Ravi Rasendra Mazumdar
    schema:datePublished "2013" ;
    schema:description "Introduction to traffic models and analysis -- Queues and performance analysis -- Loss models for networks -- Stochastic networks and insensitivity -- Statistical multiplexing -- Review of probability and Markov chains."@en ;
    schema:description "This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of introducing an appropriate mathematical framework for modeling and analysis as well as understanding the phenomenon of statistical multiplexing. The models, techniques, and results presented form the core of traffic engineering methods used to design, control and allocate resources in communication networks. The novelty of the monograph is the fresh approach and insights provided by a sample-path methodology for queueing models that highlights the important ideas of Palm distributions associated with traffic models and their role in computing performance measures. The monograph also covers stochastic network theory including Markovian networks. Recent results on network utility optimization and connections to stochastic insensitivity are discussed. Also presented are ideas of large buffer, and many sources asymptotics that play an important role in understanding statistical multiplexing. In particular, the important concept of effective bandwidths as mappings from queueing level phenomena to loss network models is clearly presented along with a detailed discussion of accurate approximations for large networks."@en ;
    schema:description "1. Introduction to traffic models and analysis -- 1.1. Introduction -- 1.2. Traffic arrival models -- 1.3. Stochastic intensities and Martingales -- 1.4. Residual life and the inspection paradox -- 1.5. Event and time averages (EATA) -- 1.5. Fluid traffic arrival models."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/3503720599> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://worldcat.org/issn/1935-4185> ; # Synthesis lectures on communication networks ;
    schema:isPartOf <http://worldcat.org/issn/1935-4193> ; # Synthesis lectures on communication networks,
    schema:isSimilarTo <http://www.worldcat.org/oclc/842208839> ;
    schema:name "Performance modeling, stochastic networks, and statistical multiplexing"@en ;
    schema:productID "853273088" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/853273088#PublicationEvent/san_rafael_calif_1537_fourth_street_san_rafael_ca_94901_usa_morgan_&_claypool_2013> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/3503720599#Agent/morgan_&_claypool> ; # Morgan & Claypool
    schema:url <http://public.eblib.com/choice/publicfullrecord.aspx?p=1219965> ;
    schema:url <http://www.morganclaypool.com/doi/pdf/10.2200/S00504ED1V01Y201305CNT012> ;
    schema:url <http://proquest.safaribooksonline.com/?fpi=9781627051729> ;
    schema:url <http://site.ebrary.com/id/10723595> ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=600672> ;
    schema:url <http://dx.doi.org/10.2200/S00504ED1V01Y201305CNT012> ;
    schema:url <http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6812648> ;
    schema:workExample <http://worldcat.org/isbn/9781627051729> ;
    schema:workExample <http://worldcat.org/isbn/9781627051736> ;
    schema:workExample <http://dx.doi.org/10.2200/S00504ED1V01Y201305CNT012> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/853273088> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/3503720599#Agent/morgan_&_claypool> # Morgan & Claypool
    a bgn:Agent ;
    schema:name "Morgan & Claypool" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Place/san_rafael_calif_1537_fourth_street_san_rafael_ca_94901_usa> # San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA)
    a schema:Place ;
    schema:name "San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA)" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Thing/communication_networks> # communication networks
    a schema:Thing ;
    schema:name "communication networks" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Thing/effective_bandwiths> # effective bandwiths
    a schema:Thing ;
    schema:name "effective bandwiths" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Thing/palm_distributions> # Palm distributions
    a schema:Thing ;
    schema:name "Palm distributions" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Thing/performance_modeling> # performance modeling
    a schema:Thing ;
    schema:name "performance modeling" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Thing/statistical_multiplexing> # statistical multiplexing
    a schema:Thing ;
    schema:name "statistical multiplexing" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Thing/stochastic_networks> # stochastic networks
    a schema:Thing ;
    schema:name "stochastic networks" ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Topic/computers_data_transmission_systems_general> # COMPUTERS--Data Transmission Systems--General
    a schema:Intangible ;
    schema:name "COMPUTERS--Data Transmission Systems--General"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Topic/computers_networking_vendor_specific> # COMPUTERS--Networking--Vendor Specific
    a schema:Intangible ;
    schema:name "COMPUTERS--Networking--Vendor Specific"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Topic/mathematical_models> # Mathematical models
    a schema:Intangible ;
    schema:name "Mathematical models"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Topic/network_performance_telecommunication_mathematical_models> # Network performance (Telecommunication)--Mathematical models
    a schema:Intangible ;
    schema:hasPart <http://id.loc.gov/authorities/subjects/sh00000222> ;
    schema:name "Network performance (Telecommunication)--Mathematical models"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Topic/stochastic_analysis> # Stochastic analysis
    a schema:Intangible ;
    schema:name "Stochastic analysis"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/3503720599#Topic/system_analysis_statistical_methods> # System analysis--Statistical methods
    a schema:Intangible ;
    schema:name "System analysis--Statistical methods"@en ;
    .

<http://id.loc.gov/authorities/subjects/sh85029031> # Communication--Network analysis
    a schema:Intangible ;
    schema:name "Communication--Network analysis"@en ;
    .

<http://id.loc.gov/authorities/subjects/sh85128181> # Stochastic processes
    a schema:Intangible ;
    schema:name "Stochastic processes"@en ;
    .

<http://id.worldcat.org/fast/1133519> # Stochastic processes
    a schema:Intangible ;
    schema:name "Stochastic processes"@en ;
    .

<http://id.worldcat.org/fast/869978> # Communication--Network analysis
    a schema:Intangible ;
    schema:hasPart <http://id.loc.gov/authorities/subjects/sh85029031> ; # Communication--Network analysis
    schema:name "Communication--Network analysis"@en ;
    .

<http://id.worldcat.org/fast/872326> # Computer networks--Mathematical models
    a schema:Intangible ;
    schema:name "Computer networks--Mathematical models"@en ;
    .

<http://viaf.org/viaf/106832919> # Ravi Rasendra Mazumdar
    a schema:Person ;
    schema:birthDate "1955" ;
    schema:familyName "Mazumdar" ;
    schema:givenName "Ravi Rasendra" ;
    schema:name "Ravi Rasendra Mazumdar" ;
    .

<http://worldcat.org/isbn/9781627051729>
    a schema:ProductModel ;
    schema:isbn "1627051724" ;
    schema:isbn "9781627051729" ;
    .

<http://worldcat.org/isbn/9781627051736>
    a schema:ProductModel ;
    schema:isbn "1627051732" ;
    schema:isbn "9781627051736" ;
    .

<http://worldcat.org/issn/1935-4185> # Synthesis lectures on communication networks ;
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/853273088> ; # Performance modeling, stochastic networks, and statistical multiplexing
    schema:issn "1935-4185" ;
    schema:name "Synthesis lectures on communication networks ;" ;
    .

<http://worldcat.org/issn/1935-4193> # Synthesis lectures on communication networks,
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/853273088> ; # Performance modeling, stochastic networks, and statistical multiplexing
    schema:issn "1935-4193" ;
    schema:name "Synthesis lectures on communication networks," ;
    .

<http://www.worldcat.org/oclc/842208839>
    a schema:CreativeWork ;
    rdfs:label "Performance modeling, stochastic networks, and statistical multiplexing." ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/853273088> ; # Performance modeling, stochastic networks, and statistical multiplexing
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.