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The Resource Datacenter design and management : a computer architect's perspective, Benjamin C. Lee, (electronic book)

Datacenter design and management : a computer architect's perspective, Benjamin C. Lee, (electronic book)

Label
Datacenter design and management : a computer architect's perspective
Title
Datacenter design and management
Title remainder
a computer architect's perspective
Statement of responsibility
Benjamin C. Lee
Creator
Author
Subject
Language
eng
Summary
An era of big data demands datacenters, which house the computing infrastructure that translates raw data into valuable information. This book defines datacenters broadly, as large distributed systems that perform parallel computation for diverse users. These systems exist in multiple forms. private and public.and are built at multiple scales. Datacenter design and management is multifaceted, requiring the simultaneous pursuit of multiple objectives. Performance, efficiency, and fairness are first-order design and management objectives, which can each be viewed from several perspectives. This book surveys datacenter research from a computer architect's perspective, addressing challenges in applications, design, management, server simulation, and system simulation. This perspective complements the rich bodies of work in datacenters as a warehouse-scale system, which study the implications for infrastructure that encloses computing equipment, and in datacenters as distributed systems, which employ abstract details in processor and memory subsystems. This book is written for first- or second-year graduate students in computer architecture and may be helpful for those in computer systems. The goal of this book is to prepare computer architects for datacenter-oriented research by describing prevalent perspectives and the state-of-the-art
Member of
Cataloging source
CaBNVSL
http://library.link/vocab/creatorName
Lee, Benjamin C
Dewey number
004.22
Illustrations
illustrations
Index
no index present
LC call number
QA76.9.A73
LC item number
L443 2016
Literary form
non fiction
Nature of contents
  • dictionaries
  • abstracts summaries
  • bibliography
http://library.link/vocab/subjectName
  • Computer architecture
  • Computer organization
  • Data libraries
Target audience
  • adult
  • specialized
Label
Datacenter design and management : a computer architect's perspective, Benjamin C. Lee, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 91-106)
Carrier category
online resource
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type MARC source
rdacontent
Contents
  • 1. Introduction -- 1.1 Datacenters defined -- 1.2 Research directions -- 1.3 Research challenges --
  • 2. Applications and benchmarks -- 2.1 Benchmark suites -- 2.2 Search -- 2.3 Memory caching -- 2.4 MapReduce -- 2.5 Graph analysis -- 2.6 Additional considerations --
  • 3. Design -- 3.1 Processors and computation -- 3.2 Memory and data supply -- 3.3 Networking and communication --
  • 4. Management -- 4.1 Management frameworks -- 4.2 Profiling and characterization -- 4.3 Performance analysis -- 4.4 Resource allocation for performance -- 4.5 Resource allocation for fairness --
  • 5. Hardware simulation -- 5.1 Full system simulation -- 5.2 Initializing the system -- 5.3 Invoking the simulator -- 5.4 Creating checkpoints -- 5.5 Case study: simulating Spark -- 5.6 Case study: simulating GraphLab -- 5.7 Case study: simulating Search -- 5.8 Additional considerations --
  • 6. System simulation -- 6.1 Analytical queueing models -- 6.2 Discrete event simulation -- 6.3 Parallel system simulation --
  • 7. Conclusions -- Bibliography -- Author's biography
Control code
201601CAC037
Dimensions
unknown
Extent
1 PDF (xiii, 107 pages)
File format
multiple file formats
Form of item
online
Isbn
9781627058476
Media category
electronic
Media MARC source
isbdmedia
Other control number
10.2200/S00693ED1V01Y201601CAC037
Other physical details
illustrations.
Reformatting quality
access
Specific material designation
remote
System details
System requirements: Adobe Acrobat Reader
Label
Datacenter design and management : a computer architect's perspective, Benjamin C. Lee, (electronic book)
Publication
Bibliography note
Includes bibliographical references (pages 91-106)
Carrier category
online resource
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type MARC source
rdacontent
Contents
  • 1. Introduction -- 1.1 Datacenters defined -- 1.2 Research directions -- 1.3 Research challenges --
  • 2. Applications and benchmarks -- 2.1 Benchmark suites -- 2.2 Search -- 2.3 Memory caching -- 2.4 MapReduce -- 2.5 Graph analysis -- 2.6 Additional considerations --
  • 3. Design -- 3.1 Processors and computation -- 3.2 Memory and data supply -- 3.3 Networking and communication --
  • 4. Management -- 4.1 Management frameworks -- 4.2 Profiling and characterization -- 4.3 Performance analysis -- 4.4 Resource allocation for performance -- 4.5 Resource allocation for fairness --
  • 5. Hardware simulation -- 5.1 Full system simulation -- 5.2 Initializing the system -- 5.3 Invoking the simulator -- 5.4 Creating checkpoints -- 5.5 Case study: simulating Spark -- 5.6 Case study: simulating GraphLab -- 5.7 Case study: simulating Search -- 5.8 Additional considerations --
  • 6. System simulation -- 6.1 Analytical queueing models -- 6.2 Discrete event simulation -- 6.3 Parallel system simulation --
  • 7. Conclusions -- Bibliography -- Author's biography
Control code
201601CAC037
Dimensions
unknown
Extent
1 PDF (xiii, 107 pages)
File format
multiple file formats
Form of item
online
Isbn
9781627058476
Media category
electronic
Media MARC source
isbdmedia
Other control number
10.2200/S00693ED1V01Y201601CAC037
Other physical details
illustrations.
Reformatting quality
access
Specific material designation
remote
System details
System requirements: Adobe Acrobat Reader

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