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This book provides a new perspective on modeling cyber-physical
systems (CPS), using a data-driven approach. The authors cover the
use of state-of-the-art machine learning and artificial
intelligence algorithms for modeling various aspect of the CPS.
This book provides insight on how a data-driven modeling approach
can be utilized to take advantage of the relation between the cyber
and the physical domain of the CPS to aid the first-principle
approach in capturing the stochastic phenomena affecting the CPS.
The authors provide practical use cases of the data-driven modeling
approach for securing the CPS, presenting novel attack models,
building and maintaining the digital twin of the physical system.
The book also presents novel, data-driven algorithms to handle non-
Euclidean data. In summary, this book presents a novel perspective
for modeling the CPS.
This book provides a new perspective on modeling cyber-physical
systems (CPS), using a data-driven approach. The authors cover the
use of state-of-the-art machine learning and artificial
intelligence algorithms for modeling various aspect of the CPS.
This book provides insight on how a data-driven modeling approach
can be utilized to take advantage of the relation between the cyber
and the physical domain of the CPS to aid the first-principle
approach in capturing the stochastic phenomena affecting the CPS.
The authors provide practical use cases of the data-driven modeling
approach for securing the CPS, presenting novel attack models,
building and maintaining the digital twin of the physical system.
The book also presents novel, data-driven algorithms to handle non-
Euclidean data. In summary, this book presents a novel perspective
for modeling the CPS.
This book presents the state-of-the-art and breakthrough
innovations in design automation for cyber-physical systems.The
authors discuss various aspects of cyber-physical systems design,
including modeling, co-design, optimization, tools, formal methods,
validation, verification, and case studies. Coverage includes a
survey of the various existing cyber-physical systems functional
design methodologies and related tools will provide the reader
unique insights into the conceptual design of cyber-physical
systems.
This book presents the state-of-the-art and breakthrough
innovations in design automation for cyber-physical systems.The
authors discuss various aspects of cyber-physical systems design,
including modeling, co-design, optimization, tools, formal methods,
validation, verification, and case studies. Coverage includes a
survey of the various existing cyber-physical systems functional
design methodologies and related tools will provide the reader
unique insights into the conceptual design of cyber-physical
systems.
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System Level Design from HW/SW to Memory for Embedded Systems - 5th IFIP TC 10 International Embedded Systems Symposium, IESS 2015, Foz do Iguacu, Brazil, November 3-6, 2015, Proceedings (Hardcover, 1st ed. 2017)
Marcelo Goetz, Gunar Schirner, Marco Aurelio Wehrmeister, Mohammad Abdullah Al Faruque, Achim Rettberg
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R2,330
R1,772
Discovery Miles 17 720
Save R558 (24%)
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Out of stock
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This book constitutes the refereed proceedings of the 5th IFIP TC
10 International Embedded Systems Symposium, IESS 2015, held in Foz
do Iguacu, Brazil, in November 2015. The 18 full revised papers
presented were carefully reviewed and selected from 25 submissions.
The papers present a broad discussion on the design, analysis and
verification of embedded and cyber-physical systems including
design methodologies, verification, performance analysis, and
real-time systems design. They are organized in the following
topical sections: cyber-physical systems, system-level design;
multi/many-core system design; memory system design; and embedded
HW/SW design and applications.
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