rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: QoS Prediction in Cloud and Service Computing
    sub title: Approaches and Applications
  name:
    name part: Zhang, Yilei.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Lyu, Michael R.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: si
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XI, 122 p. 41 illus., 12 illus. in color. online resource.
  abstract: This book offers a systematic and practical overview of Quality of Service prediction in cloud and service computing. Intended to thoroughly prepare the reader for research in cloud performance, the book first identifies common problems in QoS prediction and proposes three QoS prediction models to address them. Then it demonstrates the benefits of QoS prediction in two QoS-aware research areas. Lastly, it collects large-scale real-world temporal QoS data and publicly releases the datasets, making it a valuable resource for the research community. The book will appeal to professionals involved in cloud computing and graduate students working on QoS-related problems. .
  table of contents: 1. Introduction -- 2. Neighborhood-Based QoS Prediction -- 3. Time-Aware Model-Based QoS Prediction -- 4. Online QoS Prediction -- 5. QoS-AwareWeb Service Searching -- 6. QoS-Aware Byzantine Fault Tolerance -- 7. Conclusion and Discussion.
  note: by Yilei Zhang, Michael R. Lyu.
  subject:
    topic: Computer science
  subject:
    topic: Computer software
    topic: Reusability
  subject:
    topic: Software engineering
  subject:
    topic: Computer Science
  subject:
    topic: Performance and Reliability
  subject:
    topic: Software Engineering
  subject:
    topic: Information Systems Applications (incl. Internet)
  classification: QA76.76.R44
  classification: TK5105.5956
  classification: 004.24
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: SpringerBriefs in Computer Science
  identifier: 9789811052781
  identifier: http://dx.doi.org/10.1007/978-981-10-5278-1
  record info:
    record creation date: 170802
    record change date: 20170802180514.0
    record identifier: 978-981-10-5278-1