Anti-fragile ICT Systems
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.
KeywordsComputer Systems Organization and Communication Networks; Information Systems and Communication Service; Artificial Intelligence; Simulation and Modeling; Computer Engineering and Networks; Database Management System; Computer Science; Anomaly detection; Anti-fragility; Cloud computing; Complex adaptive systems; DevOps (Development and Operation); Diversity; Loose coupling; Malware; Malware detection; Microservices; Modules; Monitoring; Redundancy; Risk analysis; Software architecture; Software design; System dependencies; Tight coupling; Trust; Weak links; Computer networking & communications; Computer modelling & simulation
Publication date and place2016
ImprintSpringer International Publishing
SeriesSimula SpringerBriefs on Computing, 1
Computer networking & communications
Computer modelling & simulation