The Resource Data-driven optimization and knowledge discovery for an enterprise information system, Qing Duan, Krishnendu Chakrabarty, Jun Zeng

Data-driven optimization and knowledge discovery for an enterprise information system, Qing Duan, Krishnendu Chakrabarty, Jun Zeng

Label
Data-driven optimization and knowledge discovery for an enterprise information system
Title
Data-driven optimization and knowledge discovery for an enterprise information system
Statement of responsibility
Qing Duan, Krishnendu Chakrabarty, Jun Zeng
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This book provides a comprehensive set of optimization and prediction techniques for an enterprise information system. Readers with a background in operations research, system engineering, statistics, or data analytics can use this book as a reference to derive insight from data and use this knowledge as guidance for production management. The authors identify the key challenges in enterprise information management and present results that have emerged from leading-edge research in this domain. Coverage includes topics ranging from task scheduling and resource allocation, to workflow optimization, process time and status prediction, order admission policies optimization, and enterprise service-level performance analysis and prediction. With its emphasis on the above topics, this book provides an in-depth look at enterprise information management solutions that are needed for greater automation and reconfigurability-based fault tolerance, as well as to obtain data-driven recommendations for effective decision-making
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Duan, Qing
Dewey number
658.4/038011
Illustrations
illustrations
Index
no index present
LC call number
T58.6
LC item number
.D83 2015eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Chakrabarty, Krishnendu
  • Zeng, Jun
http://library.link/vocab/subjectName
  • Management information systems
  • Program transformation (Computer programming)
  • Data mining
  • BUSINESS & ECONOMICS
  • BUSINESS & ECONOMICS
  • BUSINESS & ECONOMICS
  • BUSINESS & ECONOMICS
  • Data mining
  • Management information systems
  • Program transformation (Computer programming)
  • Engineering
  • Communications Engineering, Networks
  • Circuits and Systems
  • Information Storage and Retrieval
  • Circuits & components
  • Information retrieval
  • Communications engineering / telecommunications
Label
Data-driven optimization and knowledge discovery for an enterprise information system, Qing Duan, Krishnendu Chakrabarty, Jun Zeng
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-18738-9
Instantiates
Publication
Copyright
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 -- Production Simulation Platform -- Production Workflow Optimizations -- Predictions of Process-Execution Time and Process-Execution Status -- Optimization of Order-Admission Policies -- Conclusion
Dimensions
unknown
Extent
1 online resource (xii, 160 pages)
File format
unknown
Form of item
online
Isbn
9783319187389
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-18738-9
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)911054488
  • (OCoLC)ocn911054488
Label
Data-driven optimization and knowledge discovery for an enterprise information system, Qing Duan, Krishnendu Chakrabarty, Jun Zeng
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-18738-9
Publication
Copyright
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 -- Production Simulation Platform -- Production Workflow Optimizations -- Predictions of Process-Execution Time and Process-Execution Status -- Optimization of Order-Admission Policies -- Conclusion
Dimensions
unknown
Extent
1 online resource (xii, 160 pages)
File format
unknown
Form of item
online
Isbn
9783319187389
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-18738-9
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)911054488
  • (OCoLC)ocn911054488

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