Coverart for item
The Resource QoS prediction in cloud and service computing : approaches and applications, Yilei Zhang, Michael R. Lyu, (electronic book)

QoS prediction in cloud and service computing : approaches and applications, Yilei Zhang, Michael R. Lyu, (electronic book)

Label
QoS prediction in cloud and service computing : approaches and applications
Title
QoS prediction in cloud and service computing
Title remainder
approaches and applications
Statement of responsibility
Yilei Zhang, Michael R. Lyu
Creator
Contributor
Subject
Language
eng
Member of
Cataloging source
YDX
http://library.link/vocab/creatorName
Zhang, Yilei
Dewey number
004.67/82
Index
no index present
LC call number
TK5105.548
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Lyu, Michael R
Series statement
SpringerBriefs in computer science
http://library.link/vocab/subjectName
  • Quality of service (Computer networks)
  • Cloud computing
  • Service-oriented architecture (Computer science)
Label
QoS prediction in cloud and service computing : approaches and applications, Yilei Zhang, Michael R. Lyu, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references
Contents
  • Preface; Acknowledgements; Contents; 1 Introduction; 1.1 Overview; 1.2 Backgrounds; 1.2.1 QoS in Cloud and Service Computing; 1.2.2 QoS Prediction in Cloud and Service Computing; 1.2.3 Web Service Searching; 1.2.4 Fault-Tolerant Cloud Applications; 1.3 Book Organization; References; 2 Neighborhood-Based QoS Prediction; 2.1 Overview; 2.2 Collaborative Framework in Cloud; 2.3 Collaborative QoS Prediction; 2.3.1 Problem Description; 2.3.2 Latent Features Learning; 2.3.3 Similarity Computation; 2.3.4 Missing QoS Value Prediction; 2.4 Experiments; 2.4.1 Dataset Description; 2.4.2 Metrics
  • 6.3.4 Request Execution6.3.5 Primary Updating; 6.3.6 Replica Updating; 6.4 Experiments; 6.4.1 Experimental Setup; 6.4.2 Performance Comparison; 6.5 Summary; References; 7 Conclusion and Discussion; 7.1 Conclusion; 7.2 Discussion
Dimensions
unknown
Extent
1 online resource.
Form of item
online
Isbn
9789811052774
Specific material designation
remote
Label
QoS prediction in cloud and service computing : approaches and applications, Yilei Zhang, Michael R. Lyu, (electronic book)
Publication
Bibliography note
Includes bibliographical references
Contents
  • Preface; Acknowledgements; Contents; 1 Introduction; 1.1 Overview; 1.2 Backgrounds; 1.2.1 QoS in Cloud and Service Computing; 1.2.2 QoS Prediction in Cloud and Service Computing; 1.2.3 Web Service Searching; 1.2.4 Fault-Tolerant Cloud Applications; 1.3 Book Organization; References; 2 Neighborhood-Based QoS Prediction; 2.1 Overview; 2.2 Collaborative Framework in Cloud; 2.3 Collaborative QoS Prediction; 2.3.1 Problem Description; 2.3.2 Latent Features Learning; 2.3.3 Similarity Computation; 2.3.4 Missing QoS Value Prediction; 2.4 Experiments; 2.4.1 Dataset Description; 2.4.2 Metrics
  • 6.3.4 Request Execution6.3.5 Primary Updating; 6.3.6 Replica Updating; 6.4 Experiments; 6.4.1 Experimental Setup; 6.4.2 Performance Comparison; 6.5 Summary; References; 7 Conclusion and Discussion; 7.1 Conclusion; 7.2 Discussion
Dimensions
unknown
Extent
1 online resource.
Form of item
online
Isbn
9789811052774
Specific material designation
remote

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