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LAP Lambert Academic Publishing Adaptiveness in Structured Parallel Computations: A Control-theoretic Methodology

Name: Adaptiveness in Structured Parallel Computations: A Control-theoretic Methodology
Brand: LAP Lambert Academic Publishing
Price: 63.0 GBP
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Computing & Internet

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Description

Adaptiveness in distributed parallel applications is an essential feature whose importance has been assessed in research fields such as scientific computing, large-scale real-time simulations and emergency management systems. This feature is of special interest to properly and promptly respond to time-varying QoS requirements, to react to highly variable workload peaks and to deal with irregular parallel problems. Starting out from the performance predictability of structured parallelism schemes, this book describes a novel formalization of adaptive parallel modules performing structured parallel computations. The module behavior is described in terms of a Hybrid System abstraction and reconfigurations are driven using the Model-based Predictive Control approach. The book provides formal solutions to control large-scale distributed applications composed of several interacting adaptive modules. Concepts of non-cooperative games and distributed cooperative optimization are presented and applied to real examples. Finally, in the book the author discusses first validations of the proposed techniques through experiments performed in a simulation environment.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: 3659295523
Category: Books > Subjects > Computing & Internet
Domain: Amazon UK
Release Date: 18 November 2012
Listed Since: 21 November 2012

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LAP Lambert Academic Publishing Adaptiveness in Structured Parallel Computations: A Control-theoretic Methodology

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