[PDF.45ns] Stochastic Network Optimization with Application to Communication and Queueing Systems (Synthesis Lectures on Communication Networks)

Stochastic Network Optimization with Application to Communication and Queueing Systems (Synthesis Lectures on Communication Networks)

[PDF.zz37] Stochastic Network Optimization with Application to Communication and Queueing Systems (Synthesis Lectures on Communication Networks)

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 | #1970994 in Books |  Morgan and Claypool Publishers |  2010-09-20 | Original language:English | PDF # 1 |  9.25 x.48 x7.50l,.83 | File type: PDF | 212 pages

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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 optimi...

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