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Complex Systems and Dependability (Paperback, 2012 ed.)
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Complex Systems and Dependability (Paperback, 2012 ed.)
Series: Advances in Intelligent and Soft Computing, 170
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Typical contemporary complex system is a multifaceted amalgamation
of technical, information, organization, software and human (users,
administrators and management) resources. Complexity of such a
system comes not only from its involved technical and
organizational structure but mainly from complexity of information
processes that must be implemented in the operational environment
(data processing, monitoring, management, etc.). In such case
traditional methods of reliability analysis focused mainly on
technical level are usually insufficient in performance evaluation
and more innovative methods of dependability analysis must be
applied which are based on multidisciplinary approach to theory,
technology and maintenance of systems operating in real (and very
often unfriendly) environments. This monograph presents selected
new developments in such areas of dependability research as system
modelling, tools and methodologies for system analysis, data
security, secure system design and specific dependability aspects
in specialized technical applications. Many practical cases
illustrate the universal rule that complexity and multiplicity of
system processes, their concurrency and their reliance on embedded
intelligence (human and artificial) significantly impedes
construction of strict mathematical models and calls for
application of intelligent and soft computing methods.
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