Perturbation Analysis and On-Line Control

Name: Perturbation Analysis and On-Line Control
Brand: VDM Verlag
SKU: 9783639131796
Price: 349.41 RON
Availability: InStock

for Discrete Event Systems via Stochastic Fluid Models

Autor: Gang Sun

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Editura: VDM Verlag

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The application area that motivates this dissertation Is e cient resource allocation and control in...

Informații despre carte

Autor

Gang Sun

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

184

EAN

9783639131796

ISBN

3639131797

Enbook ID

06821902

Editura

VDM Verlag

Greutate

277

Dimensiuni

152 x 229 x 11

Descriere completă

The application area that motivates this dissertation Is e cient resource allocation and control in communication networks with Quality of service (QoS) requirements.Though a natural modelling framework of packet-based networks is provided through discrete-event systems, classical queueing theory becomes impractical to deal with the huge volume of events of high-speed networks with di erent levels of service. In this dissertation,we use Stochastic Fluid Models(SFM)for control and optimization (rather than performance analysis)of communication networks nodes, ,focusing on problems of bu er control.Solving such problems can often make use of gradient information.Perturbation Analysis(PA) methods are therefore suitable if appropriately adapted to SFMs.In this dissertation we show that In nitesimal Perturbation Analysis (IPA) yields simple sensitivity estimators for packet loss and workload related performance metrics with respect to various control parameters.These estimator are shown to be unbiased and directly observable from a sample path without any knowledge of underlying stochastic characteristics of the traffic process.

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Perturbation Analysis and On-Line Control

for Discrete Event Systems via Stochastic Fluid Models

Informații despre carte

Descriere completă

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