The Resource Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System, by Qing Duan, Krishnendu Chakrabarty, Jun Zeng, (electronic resource)

Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System, by Qing Duan, Krishnendu Chakrabarty, Jun Zeng, (electronic resource)

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
by Qing Duan, Krishnendu Chakrabarty, Jun Zeng
Creator
Contributor
Author
Provider
Subject
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
http://library.link/vocab/creatorName
Duan, Qing
Image bit depth
0
LC call number
TK1-9971
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Chakrabarty, Krishnendu.
  • Zeng, Jun.
  • SpringerLink
http://library.link/vocab/subjectName
  • Engineering
  • Information storage and retrieval systems
  • Telecommunication
  • Systems engineering
  • Engineering
  • Communications Engineering, Networks
  • Circuits and Systems
  • Information Storage and Retrieval
Label
Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System, by Qing Duan, Krishnendu Chakrabarty, Jun Zeng, (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 -- Production Simulation Platform -- Production Workflow Optimizations -- Predictions of Process-Execution Time and Process-Execution Status -- Optimization of Order-Admission Policies -- Conclusion
Dimensions
unknown
Extent
XII, 160 p. 76 illus., 47 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319187389
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-18738-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-18738-9
Label
Data-Driven Optimization and Knowledge Discovery for an Enterprise Information System, by Qing Duan, Krishnendu Chakrabarty, Jun Zeng, (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 -- Production Simulation Platform -- Production Workflow Optimizations -- Predictions of Process-Execution Time and Process-Execution Status -- Optimization of Order-Admission Policies -- Conclusion
Dimensions
unknown
Extent
XII, 160 p. 76 illus., 47 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319187389
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-18738-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-18738-9

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