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Stochastic network optimization with application to communication and queueing systems
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...
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| Lenguaje: | eng |
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Morgan & Claypool Publishers
2010
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| Acceso en línea: | http://cds.cern.ch/record/1614204 |