Stochastic network optimization with application to communication and queueing systems
Resource Information
The work Stochastic network optimization with application to communication and queueing systems represents a distinct intellectual or artistic creation found in University of Liverpool. This resource is a combination of several types including: Work, Language Material, Books.
The Resource
Stochastic network optimization with application to communication and queueing systems
Resource Information
The work Stochastic network optimization with application to communication and queueing systems represents a distinct intellectual or artistic creation found in University of Liverpool. This resource is a combination of several types including: Work, Language Material, Books.
- Label
- Stochastic network optimization with application to communication and queueing systems
- Statement of responsibility
- Michael J. Neely
- Language
- eng
- Summary
- This text presents a modern theory of analysis, control, and optimization for dynamic networks. Mathematical techniques of Lyapunov drift and Lyapunov optimization are developed and shown to enable constrained optimization of time averages in general stochastic systems. The focus is on communication and queueing systems, including wireless networks with time-varying channels, mobility, and randomly arriving traffic. A simple drift-plus-penalty framework is used to optimize time averages such as throughput, throughput-utility, power, and distortion. Explicit performance-delay tradeoffs are provided to illustrate the cost of approaching optimality. This theory is also applicable to problems in operations research and economics, where energy-efficient and profit-maximizing decisions must be made without knowing the future
- Cataloging source
- CaBNvSL
- Illustrations
- illustrations
- Index
- no index present
- Literary form
- non fiction
- Nature of contents
-
- dictionaries
- abstracts summaries
- bibliography
- Series statement
-
- Synthesis digital library of engineering and computer science.
- Synthesis lectures on communication networks
- Series volume
- 7.
- Target audience
-
- adult
- specialized
Context
Context of Stochastic network optimization with application to communication and queueing systemsWork of
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.liverpool.ac.uk/resource/ckmjfe89Acw/" typeof="CreativeWork http://bibfra.me/vocab/lite/Work"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/resource/ckmjfe89Acw/">Stochastic network optimization with application to communication and queueing systems</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">University of Liverpool</a></span></span></span></span></div>
