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Hardware Accelerators in Data Centers
This book provides readers with an overview of the architectures, programming frameworks, and hardware accelerators for typical cloud computing applications in data centers. The authors present the most recent and promising solutions, using hardware accelerators to provide high throughput, reduced l...
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| Other Authors: | , , |
| Format: | e-Book |
| Language: | English |
| Published: |
Cham :
Springer International Publishing :
2019.
Imprint: Springer, |
| Edition: | 1st ed. 2019. |
| Subjects: | |
| Online Access: | Full-text access |
| Summary: | This book provides readers with an overview of the architectures, programming frameworks, and hardware accelerators for typical cloud computing applications in data centers. The authors present the most recent and promising solutions, using hardware accelerators to provide high throughput, reduced latency and higher energy efficiency compared to current servers based on commodity processors. Readers will benefit from state-of-the-art information regarding application requirements in contemporary data centers, computational complexity of typical tasks in cloud computing, and a programming framework for the efficient utilization of the hardware accelerators. Provides a single-source reference to the state of the art for hardware accelerators in data centers; Describes integrated frameworks for the seamless deployment of hardware accelerators; Includes several use-case scenarios of hardware accelerators for typical cloud computingapplications, such as machine learning, graph computation, and databases. |
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| Physical Description: | IX, 279 p. 107 illus., 88 illus. in color. online resource. |
| ISBN: | 9783319927923 |
| DOI: | 10.1007/978-3-319-92792-3 |