Buch, Englisch, 96 Seiten, Paperback, Format (B × H): 187 mm x 235 mm
Buch, Englisch, 96 Seiten, Paperback, Format (B × H): 187 mm x 235 mm
Reihe: Synthesis Lectures on Computer Architecture
ISBN: 978-1-60845-954-4
Verlag: MORGAN & CLAYPOOL
In this book, we provide a high-level overview of current GPGPU architectures and programming models. We review the principles that are used in previous shared memory parallel platforms, focusing on recent results in both the theory and practice of parallel algorithms, and suggest a connection to GPGPU platforms. We aim to provide hints to architects about understanding algorithm aspect to GPGPU. We also provide detailed performance analysis and guide optimizations from high-level algorithms to low-level instruction level optimizations. As a case study, we use n-body particle simulations known as the fast multipole method (FMM) as an example. We also briefly survey the state-of-the-art in GPU performance analysis tools and techniques.
Autoren/Hrsg.
Weitere Infos & Material
- GPU Design, Programming, and Trends
- Performance Principles
- From Principles to Practice: Analysis and Tuning
- Using Detailed Performance Analysis to Guide Optimization