finelybook
Heterogeneous Computing Architectures: Challenges and Vision
by 作者: Olivier Terzo
ISBN-10 书号: 036702344X
ISBN-13 书号: 9780367023447
Edition 版本: 1
Publisher Finelybook 出版日期: 2019-09-12
Pages: 338 pages
Book Description
Heterogeneous Computing Architectures: Challenges and Vision provides an updated vision of the state-of-the-art of heterogeneous computing systems,covering all the aspects related to their design: from the architecture and programming models to hardware/software integration and orchestration to real-time and security requirements. The transitions from multicore processors,GPU computing,and Cloud computing are not separate trends,but aspects of a single trend-mainstream; computers from desktop to smartphones are being permanently transformed into heterogeneous supercomputer clusters. The reader will get an organic perspective of modern heterogeneous systems and their future evolution.
Contents
Foreword
Acknowledgments
About the Editors
Contributors
1. Heterogeneous Data Center Architectures: Software and Hardware Integration
and Orchestration Aspects
2. Modular Operating Systems for Large-Scale,Distributed,and Heterogeneous
Environments
3. Programming and Architecture Models
4. Simplifying Parallel Programming and Execution for Distributed Heterogeneous
Computing Platforms
5. Design-Time Tooling to Guide Programming for Embedded Heterogeneous
Hardware Platforms
6. Middleware,Infrastructure Management,and Self-Reconfiguration for
Heterogeneous Parallel Architecture Environments
7.A Novel Framework for Utilising Multi-FPGAs in HPC Systems
8.A Quantitative Comparison for lmage Recognition on Accelerated Heterogeneous
Cloud Infrastructures
9. Machine Learning on Low-Power Low-Cost Platforms: An Application Case Study
10. Security for Heterogeneous Systems
11. Real-Time Heterogeneous Platforms
12. Future Challenges in Heterogeneity
Bibliography
Index
