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Distributed systems employed in critical infrastructures must fulfill dependability, timeliness, and performance specifications. Since these systems most often operate in an unpredictable environment, their design and maintenance require quantitative evaluation of deterministic and probabilistic timed models. This need gave birth to an abundant literature devoted to formal modeling languages combined with analytical and simulative solution techniques The aim of the book is to provide an overview of techniques and methodologies dealing with such specific issues in the context of distributed systems and covering aspects such as performance evaluation, reliability/availability, energy efficienc...
Multi-Paradigm Modelling for Cyber-Physical Systems explores modeling and analysis as crucial activities in the development of Cyber-Physical Systems, which are inherently cross-disciplinary in nature and require distinct modeling techniques related to different disciplines, as well as a common background knowledge. This book will serve as a reference for anyone starting in the field of CPS who needs a solid foundation of modeling, including a comprehensive introduction to existing techniques and a clear explanation of their advantages and limitations. This book is aimed at both researchers and practitioners who are interested in various modeling paradigms across computer science and engineering. - Identifies key problems and offers solution approaches as well as tools which have been developed or are necessary for modeling paradigms across cyber physical systems - Explores basic theory and current research topics, related challenges, and research directions for multi-paradigm modeling - Provides a complete, conceptual overview and framework of the research done by the MPM4CPS working groups and the different types of modeling paradigms developed
This book constitutes the refereed proceedings of the 20th European Workshop on Computer Performance Engineering, EPEW 2024, held in Venice, Italy, on June 14, 2024. The 10 papers presented in this volume together with one invited talk were carefully reviewed and selected from 14 submissions. The concept of performance in EPEW 2024 is considered in its broadest sense including the notions of Quality of Service, scalability as well as reliability, availability and systems management, among the others.
With complex systems and complex requirements being a challenge that designers must face to reach quality results, multi-formalism modeling offers tools and methods that allow modelers to exploit the benefits of different techniques in a general framework intended to address these challenges. Theory and Application of Multi-Formalism Modeling boldly explores the importance of this topic by gathering experiences, theories, applications, and solutions from diverse perspectives of those involved with multi-formalism modeling. Professionals, researchers, academics, and students in this field will be able to critically evaluate the latest developments and future directions of multi-formalism research.
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The proceedings of the June 1996 workshop contain 24 papers selected according to a special review process. Papers are organized in 8 sessions, covering the topics of solution techniques, simulation, queueing systems, process algebra and applications. Specific topics include petri nets for modeling and evaluating deterministic and stochastic manufacturing systems; modeling of hybrid systems using continuous and hybrid petri nets; analysis of large GSPN models; timed petri net models of multithreaded multiprocessor architectures; discrete-event simulation of fluid stochastic petri nets; and GSPN analysis of ABR in ATM LANs. No index. Annotation copyrighted by Book News, Inc., Portland, OR.
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