Książka Optimization and Mathematical Modeling in Computer Architecture Tony Nowatzki

Optimization and Mathematical Modeling in Computer Architecture

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
138.01
In this book we give an overview of modeling techniques used to describe computer systems to mathema...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2013
strony
144
EAN
9783031006456
ISBN
3031006453
Enbook ID
39298240
Waga
315
Wymiary
191 x 235 x 9

Pełny opis

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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