Coverart for item
The Resource AIMD dynamics and distributed resource allocation, M. Corless, Purdue University, West Lafayette, Indiana, C. King, Northeastern University, Boston, Massachusetts, R. Shorten, University College Dublin, Dublin, Ireland, F. Wirth, University of Passau, Passau, Germany

AIMD dynamics and distributed resource allocation, M. Corless, Purdue University, West Lafayette, Indiana, C. King, Northeastern University, Boston, Massachusetts, R. Shorten, University College Dublin, Dublin, Ireland, F. Wirth, University of Passau, Passau, Germany

Label
AIMD dynamics and distributed resource allocation
Title
AIMD dynamics and distributed resource allocation
Statement of responsibility
M. Corless, Purdue University, West Lafayette, Indiana, C. King, Northeastern University, Boston, Massachusetts, R. Shorten, University College Dublin, Dublin, Ireland, F. Wirth, University of Passau, Passau, Germany
Creator
Contributor
Author
Publisher
Subject
Language
eng
Summary
This is the first comprehensive book on the AIMD algorithm, the most widely used method for allocating a limited resource among competing agents without centralized control. The authors offer a new approach that is based on positive switched linear systems. It is used to develop most of the main results found in the book, and fundamental results on stochastic switched nonnegative and consensus systems are derived to obtain these results. The original and best known application of the algorithm is in the context of congestion control and resource allocation on the Internet, and readers will find details of several variants of the algorithm in order of increasing complexity, including deterministic, random, linear, and nonlinear versions. In each case, stability and convergence results are derived based on unifying principles. Basic and fundamental properties of the algorithm are described, examples are used to illustrate the richness of the resulting dynamical systems, and applications are provided to show how the algorithm can be used in the context of smart cities, intelligent transportation systems, and the smart grid
Member of
Cataloging source
CaBNVSL
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Advances in design and control
Series volume
29
Target audience
adult
AIMD dynamics and distributed resource allocation, M. Corless, Purdue University, West Lafayette, Indiana, C. King, Northeastern University, Boston, Massachusetts, R. Shorten, University College Dublin, Dublin, Ireland, F. Wirth, University of Passau, Passau, Germany
Label
AIMD dynamics and distributed resource allocation, M. Corless, Purdue University, West Lafayette, Indiana, C. King, Northeastern University, Boston, Massachusetts, R. Shorten, University College Dublin, Dublin, Ireland, F. Wirth, University of Passau, Passau, Germany
Link
http://libproxy.rpi.edu/login?url=http://epubs.siam.org/doi/book/10.1137/1.9781611974225
Publication
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type MARC source
rdacontent
Contents
Preface -- 1. Origins and applications of AIMD -- part I. Linear AIMD -- 2. Synchronized homogeneous AIMD -- 3. Nonsynchronized nonhomogeneous AIMD -- 4. The IID AIMD model -- 5. Mathematical background for part I -- part II. Stochastic linear AIMD -- 6. IID AIMD and ergodicity -- 7. AIMD with state-dependent transition probabilities -- 8. A Markov chain model for capacity events -- 9. Mathematical background for part II -- part III. Nonlinear AIMD -- 10. A primer on nonlinear AIMD -- 11. Synchronized homogeneous nonlinear AIMD -- 12. Nonsynchronized nonhomogeneous NAIMD -- 13. Nonsynchronized algorithms with stochastic state-dependent growth rates -- part IV. Applications of AIMD algorithms -- 14. Three sample industrial applications of AIMD -- 15. Another application. network utility optimization -- 16. Mathematical background for part IV
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781611974225&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3782519'}
Extent
1 PDF (xiv, 236 pages).
File format
multiple file formats
Form of item
online
Isbn
9781611974225
Media category
electronic
Media MARC source
isbdmedia
Publisher number
DC29
Reformatting quality
access
Specific material designation
remote
System details
  • Mode of access: World Wide Web
  • System requirements: Adobe Acrobat Reader

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