{"product_id":"adaptiveness-in-structured-parallel-computations-von-gabriele-mencagli","title":"Adaptiveness in Structured Parallel Computations","description":"\u003cp\u003eAdaptiveness 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659295522\"\u003e\u003ch3\u003eA Control-theoretic Methodology\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783659295522","offer_id":39486466490461,"sku":"9783659295522","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/7d54f25c-b097-4ba1-a3e1-b970c5346605.jpg?v=1774758818","url":"https:\/\/shop.autorenwelt.de\/products\/adaptiveness-in-structured-parallel-computations-von-gabriele-mencagli","provider":"Autorenwelt Shop","version":"1.0","type":"link"}