Optimization and Mathematical Modeling in Computer Architecture

Name: Optimization and Mathematical Modeling in Computer Architecture
Brand: Springer International Publishing AG
SKU: 9783031006456
Price: 217.5 RON
Availability: InStock

Autor: Tony Nowatzki, Michael Ferris

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Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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217.50 lei

In this book we give an overview of modeling techniques used to describe computer systems to mathema...

Informații despre carte

Autor

Tony Nowatzki, Michael Ferris

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2013

Pagini

144

EAN

9783031006456

ISBN

3031006453

Enbook ID

39298240

Editura

Springer International Publishing AG

Greutate

315

Dimensiuni

191 x 235 x 9

Descriere completă

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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Optimization and Mathematical Modeling in Computer Architecture

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