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Resource Pricing for Connection-Oriented Networks

Name: Resource Pricing for Connection-Oriented Networks
Brand: VDM Verlag Dr. Müller
SKU: 06823569
Price: 52.04 EUR
Availability: InStock
Author: Bobby Ninan
ISBN: 9783639150278

A Game Theoretical Approach to Allocating Bandwidth under Uncertainty

Bobby Ninan

Language

English

Book Paperback

Libristo code: 06823569

Publishers VDM Verlag Dr. Müller, November 2008

Network pricing has important implications in the§revenue generation, resource management, system§op... Full description

Libristo code: 06823569

127 b

52.04 €

101.77 лв

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Network pricing has important implications in the§revenue generation, resource management, system§optimization and congestion control of computer§networks. We depart from the prevalent idea of§marginal cost pricing and provide a holistic,§bi-level optimization framework to model the§interaction between network entities in a connection§oriented network. Users are treated as utility§maximizing entities who allocate the available§bandwidth among themselves by playing a distributed,§noncooperative rate game. An extension of the rate§adaptation game based on Recursive Least Squares is§proposed for dealing with the imperfect information§scenario. Gradient-free schemes are then developed§for revenue maximization. These are based on novel§stochastic approximation techniques such as Finite§Difference Stochastic Approximation (FDSA) and§Simultaneous Perturbation Stochastic Approximation§(SPSA). This book is aimed at researchers and§practitioners interested in developing pricing§schemes for Internet and other communication networks.