| 書目名稱 | Optimization and Mathematical Modeling in Computer Architecture |
| 編輯 | Tony Nowatzki,Michael Ferris,David Wood |
| 視頻video | http://file.papertrans.cn/704/703223/703223.mp4 |
| 叢書名稱 | Synthesis Lectures on Computer Architecture |
| 圖書封面 |  |
| 描述 | 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. |
| 出版日期 | Book 2014 |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-01773-5 |
| isbn_softcover | 978-3-031-00645-6 |
| isbn_ebook | 978-3-031-01773-5Series ISSN 1935-3235 Series E-ISSN 1935-3243 |
| issn_series | 1935-3235 |
| copyright | Springer Nature Switzerland AG 2014 |
|Archiver|手機版|小黑屋|
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