05698 am 22010933u 450 991013680900332120221206182142.03-319-30070-910.1007/978-3-319-30070-2(CKB)3710000000627504(SSID)ssj0001654249(PQKBManifestationID)16433860(PQKBTitleCode)TC0001654249(PQKBWorkID)14982822(PQKB)11402651(DE-He213)978-3-319-30070-2(MiAaPQ)EBC5588201(Au-PeEL)EBL5588201(OCoLC)945766733(oapen)https://directory.doabooks.org/handle/20.500.12854/32497(PPN)192774581(EXLCZ)99371000000062750420160322d2016 u| 0engurm|#||||||||txtrdacontentcrdamediacrrdacarrierAnti-fragile ICT Systems[electronic resource] /by Kjell Jørgen Hole1st ed. 2016.Springer Nature2016Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XVIII, 151 pages) ;44 illustrations, 22 illustrations in colour; digital, PDF file(s)Simula SpringerBriefs on Computing,2512-1677 ;1Bibliographic Level Mode of Issuance: Monograph3-319-30068-7 Includes bibliographical references (pages 141-145) and index.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.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.Simula SpringerBriefs on Computing,2512-1677 ;1Computer organizationComputersArtificial intelligenceComputer simulationComputer Systems Organization and Communication Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/I13006Information Systems and Communication Servicehttps://scigraph.springernature.com/ontologies/product-market-codes/I18008Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Simulation and Modelinghttps://scigraph.springernature.com/ontologies/product-market-codes/I19000Computer Systems Organization and Communication NetworksInformation Systems and Communication ServiceArtificial IntelligenceSimulation and ModelingComputer Engineering and NetworksDatabase Management SystemComputer ScienceAnomaly detectionAnti-fragilityCloud computingComplex adaptive systemsDevOps (Development and Operation)DiversityLoose couplingMalwareMalware detectionMicroservicesModulesMonitoringRedundancyRisk analysisSoftware architectureSoftware designSystem dependenciesTight couplingTrustWeak linksComputer networking & communicationsComputer modelling & simulationComputer organization.Computers.Artificial intelligence.Computer simulation.Computer Systems Organization and Communication Networks.Information Systems and Communication Service.Artificial Intelligence.Simulation and Modeling.004.6Hole Kjell Jørgenauthttp://id.loc.gov/vocabulary/relators/aut979466MiAaPQMiAaPQMiAaPQBOOK9910136809003321Anti-fragile ICT Systems2233319UNINA