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Hardware Accelerators in Data Centers
ISBN-13:
9783319927923
Veröffentl:
2018
Seiten:
279
Autor:
Christoforos Kachris
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
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.
Introduction.- Building the Infrastructure for Deploying FPGAs in the Cloud.- dReDBox: A Disaggregated Architectural Perspective for Data Centers.- The Green Computing Continuum: The OPERA Perspective.- SPynq: Acceleration of Machine Learning Applications over Spark on Pynq.- M2DC - A Novel Heterogeneous Hyperscale Microserver Platform.- Towards an Energy-aware Framework for Application Development and Execution in Heterogeneous Parallel Architectures.- Enabling Virtualized Programmable Logic Resources at the Edge and the Cloud.- Energy Efficient Servers and Cloud.- Towards Ubiquitous Low-power Image Processing Platforms.- Energy-efficient Heterogeneous COmputing at exaSCALE - ECOSCALE.- On Optimizing the Energy Consumption of Urban Data Centers.
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