Stochastic Network Optimization with Application to Communication and Queueing Systems - ISBN:160845455X

Stochastic Network Optimization with Application to Communication and Queueing Systems

Date: 15 April 2011, 12:22

Free register and download UseNet downloader, then you can FREE Download from UseNet.

Download without Limit " Stochastic Network Optimization with Application to Communication and Queueing Systems " from UseNet for FREE!

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 pred 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. Topics in the text include the following: - Queue stability theory - Backure, max-weight, and virtual queue methods - Primal-dual methods for non-convex stochastic utility maximization - Universal scheduling theory for arbitrary sample paths - Approximate and randomized scheduling theory - Optimization of renewal systems and Markov decision systems Detailed examples and numerous problem set questions are pred to reinforce the main concepts. Table of Contents: Introduction / Introduction to Queues / Dynamic Scheduling Example / Optimizing Time Averages / Optimizing Functions of Time Averages / Approximate Scheduling / Optimization of Renewal Systems / Conclusions

Download Links:

Download Link (High Speed Download)

Download Link 1 (http://depositfiles.com/...ifdwdw3ak)

Download Link 2 (http://uploading.com/...1608)

DISCLAIMER:

This site does not store Stochastic Network Optimization with Application to Communication and Queueing Systems on its server. We only index and link to Stochastic Network Optimization with Application to Communication and Queueing Systems provided by other sites. Please contact the content providers to delete Stochastic Network Optimization with Application to Communication and Queueing Systems if any and email us, we'll remove relevant links or contents immediately.