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Optimization and Mathematical Modeling in Computer Architecture

Jezik AngleščinaAngleščina
Knjiga Mehka
Knjiga Optimization and Mathematical Modeling in Computer Architecture Tony Nowatzki
Koda Libristo: 39298240
Založba Springer International Publishing AG, oktober 2013
In this book we give an overview of modeling techniques used to describe computer systems to mathema... Celoten opis
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In this book we give an overview of modeling techniques used to describe computer systems to mathematical optimization tools. We give a brief introduction to various classes of mathematical optimization frameworks with special focus on mixed integer linear programming which provides a good balance between solver time and expressiveness. We present four detailed case studies -- instruction set customization, data center resource management, spatial architecture scheduling, and resource allocation in tiled architectures -- showing how MILP can be used and quantifying by how much it outperforms traditional design exploration techniques. This book should help a skilled systems designer to learn techniques for using MILP in their problems, and the skilled optimization expert to understand the types of computer systems problems that MILP can be applied to.

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O knjigi

Polni naslov Optimization and Mathematical Modeling in Computer Architecture
Jezik Angleščina
Vezava Knjiga - Mehka
Datum izida 2013
Število strani 144
EAN 9783031006456
ISBN 3031006453
Koda Libristo 39298240
Teža 315
Mere 191 x 235 x 9
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