The Resource Hardware Accelerators in Data Centers, edited by Christoforos Kachris, Babak Falsafi, Dimitrios Soudris, (electronic resource)

Hardware Accelerators in Data Centers, edited by Christoforos Kachris, Babak Falsafi, Dimitrios Soudris, (electronic resource)

Label
Hardware Accelerators in Data Centers
Title
Hardware Accelerators in Data Centers
Statement of responsibility
edited by Christoforos Kachris, Babak Falsafi, Dimitrios Soudris
Contributor
Editor
Editor
Provider
Subject
Language
eng
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 computing applications, such as machine learning, graph computation, and databases
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • qtdJp-Usi1o
  • 0GR3P6zTX88
  • 3ov68GN0kr0
Image bit depth
0
LC call number
TK7888.4
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Kachris, Christoforos.
  • Falsafi, Babak.
  • Soudris, Dimitrios.
  • SpringerLink
http://library.link/vocab/subjectName
  • Systems engineering
  • Computer science
  • Circuits and Systems
  • Processor Architectures
  • Signal, Image and Speech Processing
Label
Hardware Accelerators in Data Centers, edited by Christoforos Kachris, Babak Falsafi, Dimitrios Soudris, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
IX, 279 p. 107 illus., 88 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319927923
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-92792-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-92792-3
Label
Hardware Accelerators in Data Centers, edited by Christoforos Kachris, Babak Falsafi, Dimitrios Soudris, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
IX, 279 p. 107 illus., 88 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319927923
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-92792-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-92792-3

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