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Adaptiveness in Structured Parallel Computations

Mencagli:Adaptiveness in Structured Par
Autor: Gabriele Mencagli
Verfügbarkeit: Auf Lager.
Artikelnummer: 1036351
ISBN / EAN: 9783659295522

Verfügbarkeit: sofort lieferbar

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  • Autor:
  • Verlag: LAP Lambert Academic Publishing
  • ISBN / EAN: 9783659295522
  • Bindung: Taschenbuch


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.

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