Könyv Optimization and Mathematical Modeling in Computer Architecture Tony Nowatzki

Optimization and Mathematical Modeling in Computer Architecture

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
12 364 Ft
In this book we give an overview of modeling techniques used to describe computer systems to mathema...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2013
oldal
144
EAN
9783031006456
ISBN
3031006453
Enbook ID
39298240
Súly
315
Méretek
191 x 235 x 9

Teljes leírás

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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