By Luigi Portinale,Daniele Codetta Raiteri
The monographic quantity addresses, in a scientific and entire method, the state of the art dependability (reliability, availability, hazard and security, protection) of platforms, utilizing the substitute Intelligence framework of Probabilistic Graphical versions (PGM). After a survey concerning the major techniques and methodologies followed in dependability research, the e-book discusses the most good points of PGM formalisms (like Bayesian and determination Networks) and the benefits, either by way of modeling and research, with admire to classical formalisms and version languages.
Methodologies for deriving PGMs from typical dependability formalisms can be brought, via declaring instruments capable of aid this kind of strategy. numerous case experiences might be awarded and analyzed to help the suitability of using PGMs within the learn of accountable systems.
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The monographic quantity addresses, in a scientific and accomplished method, the state of the art dependability (reliability, availability, threat and security, safeguard) of platforms, utilizing the synthetic Intelligence framework of Probabilistic Graphical versions (PGM). After a survey concerning the major ideas and methodologies followed in dependability research, the e-book discusses the most good points of PGM formalisms (like Bayesian and selection Networks) and the benefits, either by way of modeling and research, with recognize to classical formalisms and version languages.
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Modeling and Analysis of Dependable Systems by Luigi Portinale,Daniele Codetta Raiteri