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Network Reliability and Resilience

Ilya Gertsbakh, Yoseph Shpungin (Autoren)

Buch | Softcover

X, 64 Seiten

2011 | 2011
Springer Berlin (Verlag)
978-3-642-22373-0 (ISBN)

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This book is devoted to the probabilistic description of the behavior of a network in the process of random removal of its components (links, nodes) appearing as a result of technical failures, natural disasters or intentional attacks. It is focused on a practical approach to network reliability and resilience evaluation, based on applications of Monte Carlo methodology to numerical approximation of network combinatorial invariants, including so-called multidimensional destruction spectra. This allows to develop a probabilistic follow-up analysis of the network in the process of its gradual destruction, to identify most important network components and to develop efficient heuristic algorithms for network optimal design. Our methodology works with satisfactory accuracy and efficiency for most applications of reliability theory to real -life problems in networks.

Theory.- Applications.

From the reviews:

"The booklet is actually based on the research carried out by the authors ... . this book has been written in a reader-friendly manner so as to be of practical use and is not overloaded with abstractions and proofs. ... the students and teachers pursuing research in the area of communication reliability and reliability engineers dealing with design of communication networks would find this book very useful and helpful." (Krishna B. Misra, International Journal of Performability Engineering, Vol. 8 (3), May, 2012)

Erscheint lt. Verlag	4.9.2011
Reihe/Serie	SpringerBriefs in Electrical and Computer Engineering
Zusatzinfo	X, 64 p. 21 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	146 g
Themenwelt	Mathematik / Informatik ► Informatik ► Netzwerke
	Informatik ► Weitere Themen ► Hardware
	Technik ► Bauwesen
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Maschinenbau
	Technik ► Nachrichtentechnik
Schlagworte	Computer Attacks • Connectivity Estimation • Marginal D- spectra • Monte Carlo • Multidimensional D-spectra • Network Resilience • Node Removal • Probabilistic Measures • Quality Control, Reliability, Safety and Risk
ISBN-10	3-642-22373-7 / 3642223737
ISBN-13	978-3-642-22373-0 / 9783642223730
Zustand	Neuware