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Book
Anti-fragile ICT Systems
Author:
ISBN: 3319300687 3319300709 9783319300702 9783319300689 Year: 2016 Publisher: Springer Nature

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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.

Keywords

Computer Science --- Telecommunications --- Electrical & Computer Engineering --- Engineering & Applied Sciences --- Anomaly detection (Computer security) --- Cloud computing. --- Malware (Computer software) --- Software engineering. --- Computer science. --- Computer organization. --- Computers. --- Artificial intelligence. --- Computer simulation. --- Computer Science. --- Computer Systems Organization and Communication Networks. --- Information Systems and Communication Service. --- Artificial Intelligence (incl. Robotics). --- Simulation and Modeling. --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Organization, Computer --- Electronic digital computers --- Informatics --- Science --- Computer network architectures. --- Information systems. --- Artificial Intelligence. --- Architectures, Computer network --- Network architectures, Computer --- Computer architecture --- Computer Systems Organization and Communication Networks --- Information Systems and Communication Service --- Artificial Intelligence --- Simulation and Modeling --- Computer Engineering and Networks --- Database Management System --- 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


Book
Green, Energy-Efficient and Sustainable Networks
Authors: --- --- ---
ISBN: 3039280392 3039280384 Year: 2020 Publisher: MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

The book Green, Energy-Efficient and Sustainable Networks provides insights and solutions for a range of problems in the field of obtaining greener, energy-efficient, and sustainable networks. The book contains the outcomes of the Special Issue on “Green, Energy-Efficient and Sustainable Networks” of the Sensors journal. Seventeen high-quality papers published in the Special Issue have been collected and reproduced in this book, demonstrating significant achievements in the field. Among the published papers, one paper is an editorial and one is a review, while the remaining 15 works are research articles. The published papers are self-contained peer-reviewed scientific works that are authored by more than 75 different contributors with both academic and industry backgrounds. The editorial paper gives an introduction to the problem of information and communication technology (ICT) energy consumption and greenhouse gas emissions, presenting the state of the art and future trends in terms of improving the energy-efficiency of wireless networks and data centers, as the major energy consumers in the ICT sector. In addition, the published articles aim to improve energy efficiency in the fields of software-defined networking, Internet of things, machine learning, authentication, energy harvesting, wireless relay systems, routing metrics, wireless sensor networks, device-to-device communications, heterogeneous wireless networks, and image sensing. The last paper is a review that gives a detailed overview of energy-efficiency improvements and methods for the implementation of fifth-generation networks and beyond. This book can serve as a source of information in industrial, teaching, and/or research and development activities. The book is a valuable source of information, since it presents recent advances in different fields related to greening and improving the energy-efficiency and sustainability of those ICTs particularly addressed in this book

Keywords

node speed --- linear recovery --- resource block allocation --- social awareness --- internet-of-things --- scheduling algorithm --- renewables --- neural network --- battery capacity --- energy awareness --- measurement structure --- optimization --- energy efficiency --- charging efficiency --- random structural matrices --- SDN --- water filling algorithm --- ONOS --- energy harvesting --- malware detection --- node density --- HetNets --- sustainability --- cooperative smart community --- adversarial samples --- spatial modulation --- NOMA --- 5G --- light-weight authentication --- green networking --- Device-to-Device (D2D) --- lightweight cipher --- mobile edge computing --- wireless power transfer --- adaptive link rate --- successive interference cancellation (SIC) --- directional charging vehicle --- self-interference cancellation --- proportional rate constraint --- inter-meeting time --- sustainable --- RWSN --- channel state information --- stochastic geometry --- networks --- green internet of things (IoT) --- PHY-layer --- IoT --- Markov chain --- traffic engineering --- QoS --- energy-efficient Ethernet --- power --- lightweight authentication --- energy aware routing --- authentication --- wired access --- amplify-and-forward --- software defined networking (SDN) --- image compressive sensing (CS) --- green --- edge computing --- LTE-A --- opportunistic networks --- RF Fingerprinting --- data centre --- multiple-input multiple-output --- Internet of Things --- machine learning --- peer discovery --- full-duplex --- industrial --- carbon footprint --- WSN --- imperfect CSI --- data center --- symbol error probability --- physical-layer authentication --- interference coordination --- clustering --- control and data plane --- wireless --- ICT --- bisection based optimal power allocation --- energy-efficiency --- consumer preferences --- real-time traffic

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