Anti-fragile ICT Systems: Simula SpringerBriefs on Computing, cartea 1
Autor Kjell Jørgen Holeen Limba Engleză Paperback – 29 mar 2016
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 forclasses of events with negative impacts.
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Specificații
ISBN-13: 9783319300689
ISBN-10: 3319300687
Pagini: 151
Ilustrații: XVIII, 151 p. 44 illus., 22 illus. in color.
Dimensiuni: 155 x 235 x 9 mm
Greutate: 0.25 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seria Simula SpringerBriefs on Computing
Locul publicării:Cham, Switzerland
ISBN-10: 3319300687
Pagini: 151
Ilustrații: XVIII, 151 p. 44 illus., 22 illus. in color.
Dimensiuni: 155 x 235 x 9 mm
Greutate: 0.25 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seria Simula SpringerBriefs on Computing
Locul publicării:Cham, Switzerland
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Cuprins
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.
Recenzii
“This small book is packed with technical detail and well supported with figures and examples. There is a thorough table of contents, a good index, and a list of references. Hole describes techniques that will likely be useful for successfully constructing complex, adaptive ICT systems and illustrates these with several detailed case studies. All in all, this is a good, detailed introduction to this relatively new area of anti-fragile ICT systems.” (David B. Henderson, Computing Reviews, March, 2017)
Notă biografică
Kjell Jørgen Hole holds a full-time position as a professor at the Department of Informatics, University of Bergen (UiB) and a part-time position as the head of the security department at the Simula Research Laboratory in Oslo. At the time of this writing, he is part of a joint effort between UiB and Simula to form a new cyber security research group.
While Kjell completed his PhD in coding theory at UiB, he did most of his thesis work at the University of California, San Diego, where he worked at the Center for Magnetic Recording Research (CMRR).
Kjell was also a postdoctoral researcher at IBM Almaden Research Center in Silicon Valley, where he conducted research on convolutional codes and artificial neural networks. Later, he worked on trellis coded modulation at the Norwegian University of Science and Technology. During this period, Kjell mainly published his research in IEEE Transactions on Information Theory and IEEE Transactions on Communications.
Kjell eventually switched fields from coding theory to cyber security because he wanted to pursue more applied research. His first research group in the field of security became “infamous” in Norway for a few years because it shattered local myths about information technology systems’ high degree of security and privacy. The group published articles in the IEEE magazines Security & Privacy and Computer.
Kjell enjoys teaching and working with students. Through the years he has supervised many master’s and PhD students. At UiB, he developed and taught courses and seminars in introductory programming, coding theory, information security, anti-fragile systems, and communication standards such as Wi-Fi and Bluetooth. He has also given many talks to Norwegian industry and written feature articles about security in Norwegian newspapers.
Together with two of his PhD students, Kjell founded a security consultancy. Today, he is a board member of mCASH, a company operating a mobile payment solution in Norway.
While Kjell completed his PhD in coding theory at UiB, he did most of his thesis work at the University of California, San Diego, where he worked at the Center for Magnetic Recording Research (CMRR).
Kjell was also a postdoctoral researcher at IBM Almaden Research Center in Silicon Valley, where he conducted research on convolutional codes and artificial neural networks. Later, he worked on trellis coded modulation at the Norwegian University of Science and Technology. During this period, Kjell mainly published his research in IEEE Transactions on Information Theory and IEEE Transactions on Communications.
Kjell eventually switched fields from coding theory to cyber security because he wanted to pursue more applied research. His first research group in the field of security became “infamous” in Norway for a few years because it shattered local myths about information technology systems’ high degree of security and privacy. The group published articles in the IEEE magazines Security & Privacy and Computer.
Kjell enjoys teaching and working with students. Through the years he has supervised many master’s and PhD students. At UiB, he developed and taught courses and seminars in introductory programming, coding theory, information security, anti-fragile systems, and communication standards such as Wi-Fi and Bluetooth. He has also given many talks to Norwegian industry and written feature articles about security in Norwegian newspapers.
Together with two of his PhD students, Kjell founded a security consultancy. Today, he is a board member of mCASH, a company operating a mobile payment solution in Norway.
Textul de pe ultima copertă
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.
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.
Caracteristici
First book to introduce and analyze anti-fragile ICT systems Contains a chapter on Netflix’s pioneering work to create a system with anti-fragility to downtime Two chapters on a new online learning algorithm to quickly detect system anomalies Includes supplementary material: sn.pub/extras