000			03624nam a22005535i 4500
001			978-3-319-30070-2
003			DE-He213
005			20180206182955.0
007			cr nn 008mamaa
008			160322s2016 gw | s |||| 0|eng d
020			_a9783319300702 _9978-3-319-30070-2
050		4	_aQA76.9.C643
050		4	_aTK5105.5-5105.9
072		7	_aUT _2bicssc
072		7	_aCOM067000 _2bisacsh
082	0	4	_a004.6 _223
100	1		_aHole, Kjell Jørgen. _eauthor.
245	1	0	_aAnti-fragile ICT Systems _h[recurso electrónico] / _cby Kjell Jørgen Hole.
250			_a1st ed. 2016.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016.
300			_aXVIII, 151 p. 44 illus., 22 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aSimula SpringerBriefs on Computing ; _v1
505	0		_aPreface -- 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.
506	0		_aOpen Access
520			_aThis 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.
650		0	_aComputer science.
650		0	_aComputer organization.
650		0	_aComputers.
650		0	_aArtificial intelligence.
650		0	_aComputer simulation.
650	1	4	_aComputer Science.
650	2	4	_aComputer Systems Organization and Communication Networks.
650	2	4	_aInformation Systems and Communication Service.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aSimulation and Modeling.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319300689
830		0	_aSimula SpringerBriefs on Computing ; _v1
856	4	0	_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-319-30070-2
912			_aZDB-2-SCS
942			_cLIBRO_ELEC
999			_c225896 _d225896