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Titlebook: Anti-fragile ICT Systems; Kjell J?rgen Hole Book‘‘‘‘‘‘‘‘ 2016 The Editor(s) (if applicable) and The Author(s) 2016 Anomaly detection.Anti-

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發(fā)表于 2025-3-21 17:09:15 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Anti-fragile ICT Systems
影響因子2023Kjell J?rgen Hole
視頻videohttp://file.papertrans.cn/159/158373/158373.mp4
發(fā)行地址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 al
學(xué)科分類Simula SpringerBriefs on Computing
圖書封面Titlebook: Anti-fragile ICT Systems;  Kjell J?rgen Hole Book‘‘‘‘‘‘‘‘ 2016 The Editor(s) (if applicable) and The Author(s) 2016 Anomaly detection.Anti-
影響因子.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 forclasses of events with negative impacts..
Pindex Book‘‘‘‘‘‘‘‘ 2016
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Robustness to Malware Reinfections are infected. Furthermore, nodes recover from infections with given probabilities, only to be reinfected later. An incident from 2007, where the same worm repeatedly infected the internal networks of a Norwegian bank, illustrates how reinfections can occur in real networks.
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The HTM Learning Algorithm classes of negative events. The earlier we can detect problems, the smaller the negative consequences are and the faster we can start learning how to improve the systems. Since humans are not good at detecting anomalies, especially in streaming data from large cloud applications, a form of automati
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Anomaly Detection with HTMcomplex systems, real-time monitoring is needed to detect local failures before they propagate into global failures with an intolerable impact. In particular, monitoring is required to determine the consequences of injecting artificial errors into production systems and to learn how to avoid or limi
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