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Anti-fragile ICT systems

Hole, Kjell Jorgen.

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Anti-fragile ICT systems

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Anti-fragile ICT systems/ by Kjell Jorgen Hole.
作者:	Hole, Kjell Jorgen.
出版者:	Cham :Springer International Publishing : : 2016.,
面頁冊數:	xviii, 151 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Computer networks - Reliability. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-30070-2
ISBN:	9783319300702

Anti-fragile ICT systems
Hole, Kjell Jorgen.

Anti-fragile ICT systems[electronic resource] /by Kjell Jorgen Hole. - Cham :Springer International Publishing :2016. - xviii, 151 p. :ill. (some col.), digital ;24 cm. - Simula SpringerBriefs on computing ;v.1. - Simula SpringerBriefs on computing ;v.1..

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.

Open access.

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.

ISBN: 9783319300702

Standard No.: 10.1007/978-3-319-30070-2doiSubjects--Topical Terms:

535331
Computer networks
--Reliability.

LC Class. No.: TK5105.5

Dewey Class. No.: 004.6

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