Optimization of Computer Networks

Optimization of Computer Networks

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This book covers the design and optimization of computer networks applying a rigorous optimization methodology, applicable to any network technology. It is organized into two parts. In Part 1 the reader will learn how to model network problems appearing in computer networks as optimization programs, and use optimization theory to give insights on them. Four problem types are addressed systematically a€“ traffic routing, capacity dimensioning, congestion control and topology design. Part 2 targets the design of algorithms that solve network problems like the ones modeled in Part 1. Two main approaches are addressed a€“ gradient-like algorithms inspiring distributed network protocols that dynamically adapt to the network, or cross-layer schemes that coordinate the cooperation among protocols; and those focusing on the design of heuristic algorithms for long term static network design and planning problems. Following a hands-on approach, the reader will have access to a large set of examples in real-life technologies like IP, wireless and optical networks. Implementations of models and algorithms will be available in the open-source Net2Plan tool from which the user will be able to see how the lessons learned take real form in algorithms, and reuse or execute them to obtain numerical solutions. An accompanying link to the authora€™s own Net2plan software enables readers to produce numerical solutions to a multitude of real-life problems in computer networks (www.net2plan.com).In Part | the reader will learn how to model network problems appearing in computer networks as optimization programs, and use ... Part | targets the design of algorithms that solve network problems like the ones modeled in Part I. Two main approaches are ... real algorithms Theoretical support and practical recommendations are combined for tuning algorithm parameters, for example under ... A Wiley website also hosts a Solutions Manual on www.wiley.com/go/ PavonWarinoSol16.


Title:Optimization of Computer Networks
Author: Pablo Pavon Marino, Pablo Pav?n Mari?o
Publisher:John Wiley & Sons - 2016-05-02
ISBN-13:

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