Coverart for item
The Resource Optimized cloud based scheduling, Rong Kun Jason Tan, John A. Leong, Amandeep S. Sidhu

Optimized cloud based scheduling, Rong Kun Jason Tan, John A. Leong, Amandeep S. Sidhu

Label
Optimized cloud based scheduling
Title
Optimized cloud based scheduling
Statement of responsibility
Rong Kun Jason Tan, John A. Leong, Amandeep S. Sidhu
Creator
Contributor
Author
Subject
Language
eng
Summary
This book presents an improved design for service provisioning and allocation models that are validated through running genome sequence assembly tasks in a hybrid cloud environment. It proposes approaches for addressing scheduling and performance issues in big data analytics and showcases new algorithms for hybrid cloud scheduling. Scientific sectors such as bioinformatics, astronomy, high-energy physics, and Earth science are generating a tremendous flow of data, commonly known as big data. In the context of growing demand for big data analytics, cloud computing offers an ideal platform for processing big data tasks due to its flexible scalability and adaptability. However, there are numerous problems associated with the current service provisioning and allocation models, such as inefficient scheduling algorithms, overloaded memory overheads, excessive node delays and improper error handling of tasks, all of which need to be addressed to enhance the performance of big data analytics
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Tan, Rong Kun Jason
Dewey number
004.67/82
Illustrations
illustrations
Index
no index present
LC call number
QA76.585
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Leong, John A.
  • Sidhu, Amandeep S.
Series statement
Studies in computational intelligence, Data, semantics and cloud computing,
Series volume
volume 759
http://library.link/vocab/subjectName
  • Cloud computing
  • High performance computing
  • Engineering
  • Computational Intelligence
  • Artificial Intelligence (incl. Robotics)
  • Information Systems Applications (incl. Internet)
Label
Optimized cloud based scheduling, Rong Kun Jason Tan, John A. Leong, Amandeep S. Sidhu
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Background -- Benchmarking -- Computation of Large Datasets -- Optimized Online Scheduling Algorithms
Control code
SPR1025328068
Dimensions
unknown
Extent
1 online resource (xiii, 99 pages)
File format
unknown
Form of item
online
Isbn
9783319732145
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-73214-5
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1025328068
  • (OCoLC)1025328068
Label
Optimized cloud based scheduling, Rong Kun Jason Tan, John A. Leong, Amandeep S. Sidhu
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Background -- Benchmarking -- Computation of Large Datasets -- Optimized Online Scheduling Algorithms
Control code
SPR1025328068
Dimensions
unknown
Extent
1 online resource (xiii, 99 pages)
File format
unknown
Form of item
online
Isbn
9783319732145
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-73214-5
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1025328068
  • (OCoLC)1025328068

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