| 000 -LEADER |
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| fixed length control field |
05089nam a2200757 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
6813406 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20200413152859.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
101013s2010 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781608454563 (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781608454556 (pbk.) |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00271ED1V01Y201006CNT007 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)gtp00544199 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)669066856 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
T57.83 |
| Item number |
.N447 2010 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.703 |
| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Neely, Michael J. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Stochastic network optimization with application to communication and queueing systems |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
Michael J. Neely. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of publisher, distributor, etc. |
Morgan & Claypool, |
| Date of publication, distribution, etc. |
c2010. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 electronic text (xii, 199 p. : ill.) : |
| Other physical details |
digital file. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on communication networks, |
| International Standard Serial Number |
1935-4193 ; |
| Volume/sequential designation |
# 7 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Series from website. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (p. 181-198). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- Example opportunistic scheduling problem -- General stochastic optimization problems -- Lyapunov drift and Lyapunov optimization -- Differences from our earlier text -- Alternative approaches -- On general Markov decision problems -- On network delay -- Preliminaries -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Introduction to queues -- Rate stability -- Stronger forms of stability -- Randomized scheduling for rate stability -- Exercises -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Dynamic scheduling example -- Scheduling for stability -- Stability and average power minimization -- Generalizations -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Optimizing time averages -- Lyapunov drift and Lyapunov optimization -- General system model -- Optimality via [omega]-only policies -- Virtual queues -- The min drift-plus-penalty algorithm -- Examples -- Variable V algorithms -- Place-holder backlog -- Non-i.i.d. models and universal scheduling -- Exercises -- Appendix 4.A, proving theorem 4.5 -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Optimizing functions of time averages -- Solving the transformed problem -- A flow-based network model -- Multi-hop queueing networks -- General optimization of convex functions of time averages -- Non-convex stochastic optimization -- Worst case delay -- Alternative fairness metrics -- Exercises -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
6. Approximate scheduling -- Time-invariant interference networks -- Multiplicative factor approximations -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
7. Optimization of renewal systems -- The renewal system model -- Drift-plus-penalty for renewal systems -- Minimizing the drift-plus-penalty ratio -- Task processing example -- Utility optimization for renewal systems -- Dynamic programming examples -- Exercises -- |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
8. Conclusions -- Bibliography -- Author's biography. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF t.p. (viewed on October 13, 2010). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Dynamic programming. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Queuing networks (Data transmission) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Stochastic systems. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Lyapunov functions. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
dynamic scheduling |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
decision theory |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
wireless networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Lyapunov optimization |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
congestion control |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
fairness |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
network utility maximization |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
multi-hop |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
mobile networks |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
routing |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
backpressure |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
max-weight |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
virtual queues |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on communication networks, |
| International Standard Serial Number |
1935-4193 ; |
| Volume/sequential designation |
# 7. |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=6813406 |
