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Anti-fragile ICT Systems
(springer open, 2016) Jørgen Hole, Kjell
As information and communications technology (ICT) becomes increasingly important to modern societies, there is a growing need to understand how to design and operate very large ICT systems. The book first discusses rare events with a large negative impact and argues that it is, at best, very hard to predict all such events in complex adaptive ICT systems. The book contains few abbreviations and formal definitions, background knowledge is introduced as needed, and studies of real systems help clarify concepts and insights.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.