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: Anti-fragile ICT Systems
  name:
    name part: Hole, Kjell Jrgen
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: gw
    date issued: 2016
    edition: 1st ed. 2016.
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (XVIII, 151 pages 44 illustrations, 22 illustrations in color.)
  abstract: This book introduces a novel approach to the design and operation of large ICT systems. It views the technical solutions and their stakeholders as complex adaptive systems and argues that traditional risk analyses cannot predict all future incidents with major impacts. To avoid unacceptable events, it is necessary to establish and operate anti-fragile ICT systems that limit the impact of all incidents, and which learn from small-impact incidents how to function increasingly well in changing environments. The book applies four design principles and one operational principle to achieve anti-fragility for different classes of incidents. It discusses how systems can achieve high availability, prevent malware epidemics, and detect anomalies. Analyses of Netflix's media streaming solution, Norwegian telecom infrastructures, e-government platforms, and Numenta's anomaly detection software show that cloud computing is essential to achieving anti-fragility for classes of events with negative impacts.
  table of contents: Preface -- Part I: The Concept of Anti-Fragility: 1 Introduction -- 2 Achieving Anti-Fragility -- 3 The Need to Build Trust -- 4 Principles Ensuring Anti-Fragility -- Part II: Anti-Fragility to Downtime: 5 Anti-Fragile Cloud Solutions -- 6 An Anti-Fragile e-Government System -- 7 Anti-Fragile Cloud-Based Telecom Systems -- Part III: Anti-Fragility to Malware: 8 Robustness to Malware Spreading -- 9 Robustness to Malware Reinfections -- 10 Anti-Fragility to Malware Spreading -- Part IV: Anomaly Detection: 11 The Cortical Learning Algorithm -- 12 Detecting Anomalies with the CLA -- Part V: Future Anti-Fragile Systems: 13 Summary and Future Work -- About the Author -- References -- Index.
  note: by Kjell Jrgen Hole.
  note: Electronic resource.
  note: Open Access
  subject:
    topic: Computer Science
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  subject:
    topic: Computer Systems Organization and Communication Networks
  subject:
    topic: Information Systems and Communication Service
  subject:
    topic: Simulation and Modeling
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computer organization
  subject:
    topic: Computer science
  subject:
    topic: Computer simulation
  subject:
    topic: Computers
  classification: QA76.9.C643
  classification: 004.6
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Simula SpringerBriefs on Computing ; 1
  identifier: 9783319300702
  identifier: https://dx.doi.org/10.1007/978-3-319-30070-2
  access condition: Open Access
  record info:
    record creation date: 160322
    record change date: 20210728140011.0
    record identifier: in00003993591