大葉大學圖書館 |

Anti-fragile ICT systems[electronic resource] /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	004.6
書名/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.
Contained By:	Springer eBooks
標題:	Computer networks - Reliability.
標題:	Computer Science.
標題:	Computer Systems Organization and Communication Networks.
標題:	Information Systems and Communication Service.
標題:	Artificial Intelligence (incl. Robotics)
標題:	Simulation and Modeling.
ISBN:	9783319300702
ISBN:	9783319300689
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.
摘要、提要註:	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.
電子資源:	http://dx.doi.org/10.1007/978-3-319-30070-2

Anti-fragile ICT systems[electronic resource] /
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:

416810
Computer networks
--Reliability.

LC Class. No.: TK5105.5

Dewey Class. No.: 004.6

Anti-fragile ICT systems[electronic resource] /
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