Simulation for Cyber-Physical Systems Engineering: A Cloud-Based Context

ISBN-13: 9783030519117 / Angielski / Miękka / 2021 / 468 str.

Risco Martín, José L.

Opis

This comprehensive book examines a range of examples, prepared by a diverse group of academic and industry practitioners, which demonstrate how cloud-based simulation is being extensively used across many disciplines, including cyber-physical systems engineering. This book is a compendium of the state of the art in cloud-based simulation that instructors can use to inform the next generation. It highlights the underlying infrastructure, modeling paradigms, and simulation methodologies that can be brought to bear to develop the next generation of systems for a highly connected society. Such systems, aptly termed cyber-physical systems (CPS), are now widely used in e.g. transportation systems, smart grids, connected vehicles, industrial production systems, healthcare, education, and defense.  Modeling and simulation (M&S), along with big data technologies, are at the forefront of complex systems engineering research. The disciplines of cloud-based simulation and CPS engineering are evolving at a rapid pace, but are not optimally supporting each other’s advancement. This book brings together these two communities, which already serve multi-disciplinary applications. It provides an overview of the simulation technologies landscape, and of infrastructure pertaining to the use of cloud-based environments for CPS engineering. It covers the engineering, design, and application of cloud simulation technologies and infrastructures applicable for CPS engineering. The contributions share valuable lessons learned from developing real-time embedded and robotic systems deployed through cloud-based infrastructures for application in CPS engineering and IoT-enabled society. The coverage incorporates cloud-based M&S as a medium for facilitating CPS engineering and governance, and elaborates on available cloud-based M&S technologies and their impacts on specific aspects of CPS engineering. 

Spis treści

1. Cloud-based M&S for Cyber Physical Systems Engineering.- 2. Composability Challenges for Effective Cyber Physical Systems Applications in the Domain of Cloud, Edge, and Fog Computing.- 3. Truth Management with Concept-driven Agent Architecture in Distributed Modeling and Simulation for Cyber Physical Systems Engineering.- 4. Implementing the Modeling & Simulation as a Service (MSaaS) Paradigm.- 5. Cyber-Physical System Engineering Oriented Intelligent High Performance Simulation Cloud.- 6. Service Composition and Scheduling in Cloud-Based Simulation.- 7. Agent-directed Simulation and Nature-inspired Modeling for Cyber-Physical Systems Engineering.- 8. Composing Cyber-Physical Simulation Services in the Cloud via the DEVS Distributed Modeling Framework.- 9. Anticipative, Incursive and Hyperincursive Discrete Equations for Simulation-based Cyber-physical System Studies.- 10. Offering Simulation Services Using a Hybrid Cloud/HPC Architecture.- 11. Cyber-physical Systems Design Flow to Manage Multi-channel Acquisition System for Real-time Migraine Monitoring and Prediction.

O autorze

Dr. José L. Risco Martín is an Associate Professor in the Department of Computer Architecture and Automation at Complutense University of Madrid, Spain.

Dr. Saurabh Mittal is the Chief Scientist for Simulation, Experimentation and Gaming Department at The MITRE Corporation, USA. He is also the President-Elect and member of Board of Directors for Society of Computer Simulation International. His other publications include the Springer book: Guide to Simulation-Based Disciplines: Advancing Our Computational Future, co-edited with Dr. Ören. 

Dr. Tuncer Ören is a Professor Emeritus of Computer Science in the School of Electrical Engineering and Computer Science at the University of Ottawa, Canada. The legacy of his pioneering work is celebrated in the Springer title Concepts and Methodologies for Modeling and Simulation: A Tribute to Tuncer Ören.