國立虎尾科技大學 |

Anti-fragile ICT Systems

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Anti-fragile ICT Systems/ by Kjell Jørgen Hole.
作者:	Hole, Kjell Jørgen.
面頁冊數:	XVIII, 151 p. 44 illus., 22 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer organization. -
電子資源:	https://doi.org/10.1007/978-3-319-30070-2
ISBN:	9783319300702

Anti-fragile ICT Systems
Hole, Kjell Jørgen.

Anti-fragile ICT Systems[electronic resource] /by Kjell Jørgen Hole. - 1st ed. 2016. - XVIII, 151 p. 44 illus., 22 illus. in color.online resource. - Simula SpringerBriefs on Computing,12512-1677 ;. - Simula SpringerBriefs on Computing,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:

596298
Computer organization.

LC Class. No.: QA76.9.C643

Dewey Class. No.: 004.6

Anti-fragile ICT Systems
LDR:03127nam a22004335i 4500 001 972542
003 DE-He213
005 20201021132657.0
007 cr nn 008mamaa
008 201211s2016 gw | s |||| 0|eng d
020 $a 9783319300702 $9 978-3-319-30070-2
024 7 $a 10.1007/978-3-319-30070-2 $2 doi
035 $a 978-3-319-30070-2
050 4 $a QA76.9.C643
050 4 $a TK5105.5-5105.9
072 7 $a UT $2 bicssc
072 7 $a COM043000 $2 bisacsh
072 7 $a UT $2 thema
082 0 4 $a 004.6 $2 23
100 1 $a Hole, Kjell Jørgen. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1267652
245 1 0 $a Anti-fragile ICT Systems $h [electronic resource] / $c by Kjell Jørgen Hole.
250 $a 1st ed. 2016.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a XVIII, 151 p. 44 illus., 22 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Simula SpringerBriefs on Computing, $x 2512-1677 ; $v 1
505 0 $a 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.
506 0 $a Open Access
520 $a 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.
650 0 $a Computer organization. $3 596298
650 0 $a Computers. $3 565115
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computer simulation. $3 560190
650 1 4 $a Computer Systems Organization and Communication Networks. $3 669309
650 2 4 $a Information Systems and Communication Service. $3 669203
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Simulation and Modeling. $3 669249
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319300689
776 0 8 $i Printed edition: $z 9783319300696
830 0 $a Simula SpringerBriefs on Computing, $x 2512-1677 ; $v 1 $3 1267653
856 4 0 $u https://doi.org/10.1007/978-3-319-30070-2
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-SOB
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)