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Assessing the impact of a modeling tool and its support for verification and validation

Assessing the impact of a modeling tool and its support for ...

引用

International Symposium on Performance Evaluation of computer & Telecommunication Systems SPECTS

作者： Jonathan D. Gibbs Hessam S. Sarjoughian Arizona Center for Integrative Modeling and Simulation Computer Science and Engineering Department Arizona State University Tempe AZ USA

Domain-specific tools for modeling and simulation (M&S) of computer network systems are aimed at simplifying the tasks of model developers and simulationists. In determining the extent to which a particular domain-specific M&S tool fits their needs, the developers must consider both how the tool can assist in the model development process, and how the tool may prevent or hinder them from achieving their objectives. We have considered two M&S tools in the domain of computer networks, IT Guru and the INET framework, and some of the ways in which they affect various aspects of simulation model development, with emphasis on the verification and validation (V&V) process as applied to net-centric enterprise systems. We have developed a metric for evaluating a domain-specific M&S tool based on certain qualitative characteristics. We will demonstrate how this metric can be applied to evaluate IT Guru and INET, and also offer some observations on how the metric can be applied to other domains besides computer networking.

关键词： computer simulation Computational modeling computer networks Hardware computer science Collaborative software Software testing Knowledge engineering Logic Access protocols

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Model Composability 06

Model Composability

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simulation Winter Conference

作者： Hessam S. Sarjoughian Arizona Center for Integrative Modeling & Simulation Computer Science & Engineering Department Arizona State University Tempe AZ USA

ISBN: (纸本)9781424405015

Composition of models is considered essential in developing heterogeneous complex systems and in particular simulation models capable of expressing a system's structure and behavior. This paper describes model composability concepts and approaches in terms of modeling formalisms. These composability approaches along with some of the key capabilities and challenges they pose are presented in the context of semiconductor supply chain manufacturing systems

关键词： Computational modeling Supply chains Analytical models Manufacturing processes Virtual manufacturing computer simulation computer science Manufacturing systems Semiconductor device manufacture Transportation

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A co-design modeling approach for computer network systems 07

A co-design modeling approach for computer network systems

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simulation Winter Conference

作者： Weilong Hu Hessam S. Sarjoughian Arizona Center for Integrative Modeling & Simulation Computer Science and Engineering Department Arizona State University Tempe AZ USA

ISBN: (纸本)9781424413065

Co-design modeling is considered key toward handling the complexity and scale of network systems. The ability to separately specify the software and hardware aspects of computer network systems offers new capabilities beyond what is supported in modeling frameworks and tools such as NS-2 and OPNET. The DEVS/DOC simulation environment supports logical co-design specification based on the distributed object computing (DOC) abstract model. To overcome DEVS/DOC's lack of support for visual and persistent modeling, this paper presents SESM/DOC, a novel approach, which is based on the scaleable entity structure modeler (SESM), a component-based modeling framework. This approach supports logical, visual and persistent modeling. Modelers can develop software and hardware models separately and systematically integrate them to specify a family of computer network system designs. This paper details the SESM/DOC co-design modeling approach with the help of a search engine system example, and presents a discussion for future research directions.

关键词： computer networks Hardware Computational modeling Distributed computing Routing computer simulation Software tools Application software Network synthesis Network topology

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Autobiographical retrospectives: The evolution of theory of modeling and simulation

引用

International Journal of General Systems 2003年第3期32卷 X-236页

作者： Zeigler, Bernard P. Arizona Center for Integrative Modeling and Simulation Department of Electrical and Computer Engineering University of Arizona Tucson AZ 85721 United States

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A framework for composable cellular automata devs modeling, simulation, and visualization

A framework for composable cellular automata devs modeling, ...

引用

2020 Spring simulation Multiconference, SpringSim 2020

作者： Zhang, Chao Sarjoughian, Hessam S. Seok, Moon Gi Arizona Center for Integrative Modeling and Simulation Schl. of Computing Informatics and Decision Sys. Engr. Arizona State University TempeAZ85261-8809 United States School of Computer Science and Engineering Nanyang Technical University 639798 Singapore

ISBN: (纸本)9781713812883

The concept of cellular automata is one of the cornerstones of scientific and engineering pursuit with wide applicability in various domains. The rise of system complexity points to developing frameworks that can aid in developing composable models at multiple spatiotemporal levels. Toward this goal, an input/output modular discrete-event cellular automata framework based on the Discrete Event System Specification (DEVS) is proposed. It is adapted from a Composable Cellular Automata (CCA) formalism that is defined in terms of a multicomponent discrete time system specification. The resulting Composable Cellular Automata DEVS (CCA-DEVS) framework is built using the Cellular Automata DEVS that is a part of the DEVS-Suite simulator. The approach and realization of the proposed CCA-DEVS framework are detailed. The framework is used to develop an example model composed of CCA-DEVS agent and partial differential equation models. © 2020 Society for modeling & simulation International (SCS)

关键词： Cellular automata

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A Framework for Composable Cellular Automata Devs modeling, simulation, and Visualization

A Framework for Composable Cellular Automata Devs Modeling, ...

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2020 Spring simulation Conference, SpringSim 2020

作者： Zhang, Chao Sarjoughian, Hessam S. Gi Seok, Moon Arizona State University Arizona Center for Integrative Modeling and Simulation Schl. of Computing Informatics and Decision Sys. Engr. TempeAZ85261-8809 United States Nanyang Technical University School of Computer Science and Engineering Singapore639798 Singapore

ISBN: (数字)9781565553705

ISBN: (纸本)9781565553705

The concept of cellular automata is one of the cornerstones of scientific and engineering pursuit with wide applicability in various domains. The rise of system complexity points to developing frameworks that can aid in developing composable models at multiple spatiotemporal levels. Toward this goal, an input/output mod-ular discrete-event cellular automata framework based on the Discrete Event System Specification (DEVS) is proposed. It is adapted from a Composable Cellular Automata (CCA) formalism that is defined in terms of a multicomponent discrete time system specification. The resulting Composable Cellular Automata DEVS (CCA-DEVS) framework is built using the Cellular Automata DEVS that is a part of the DEVS-Suite simulator. The approach and realization of the proposed CCA-DEVS framework are detailed. The framework is used to develop an example model composed of CCA-DEVS agent and partial differential equation models. © 2020 SCS.

关键词： Cellular automata

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Creating distributed simulation using DEVS M&S environments

Creating distributed simulation using DEVS M&S environments

引用

simulation Winter Conference

作者： B.P. Zeigler H.S. Sarjoughian Arizona Center for Integrative Modeling and Simulation Electrical & Computer Engineering Department University of Arizona Tucson Tucson AZ USA

We briefly review the theory of modeling and simulation and its support for constructing distributed simulations. Formal representation of simulation models can contribute to a number of aspects in the modeling and simulation enterprise. Separation of models from simulation execution engines is a prerequisite transferring models among phases of a project as well as from project to project. The Discrete Event System Specification (DEVS) formalism, drawing on its system theoretical basis, provides a number of important properties such as hierarchical, modular composition, universality and uniqueness that can support development of simulation models and environments. A layered architecture for supporting comprehensive M&S environments is discussed that unifies the theoretical framework with implementation in distributed computational environments.

关键词： Object oriented modeling Computational modeling computer architecture Artificial intelligence computer networks Power system modeling computer simulation Workstations Visualization Animation

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Design and implementation of distributed real-time DEVS/CORBA

Design and implementation of distributed real-time DEVS/CORB...

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IEEE International Conference on Systems, Man and Cybernetics

作者： Y.K. Cho B.P. Zeigler H.S. Sarjoughian Arizona Center of Integrative Modeling and Simulation Department of Electrical and Computer Engineering University of Arizona Tucson Tucson AZ USA

In this paper the design and implementation of Distributed Real-Time DEVS/CORBA is discussed as an extension of previously developed DEVS-based modeling and simulation frameworks. The major objective in developing Distributed Real-Time DEVS/CORBA is to establish a framework in which the distributed real-time systems can be designed through DEVS-based modeling and simulation studies, and then migrated with minimal additional effort to be executed in the real-time distributed environment. This environment will provide generic support for developing models of distributed embedded software systems, evaluating their performance and timing behavior through simulation and easing the transition from simulation to actual executions In this paper we describe detailed design and implementation aspects of the environment which was implemented over Visibroier CORBA middleware and ACE/TAO real-time CORBA services.

关键词： Real time systems Discrete event simulation Computational modeling Timing computer simulation Embedded software Embedded system Quality of service Discrete event systems Middleware

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Teaching and training of network protocols with DEVS-suite

Teaching and training of network protocols with DEVS-suite

引用

International Symposium on Performance Evaluation of computer & Telecommunication Systems SPECTS

作者： Ahmet Zengin Hessam Sarjoughian Department of Computer Science Education Sakarya University Serdivan Sakarya Turkey Arizona Center for Integrative Modeling and Simulation Department of Computer Science and Engineering Arizona State University Tempe AZ USA

This paper presents a robust simulation environment targeted for teaching and learning the complex dynamics of computer networks. The general-purpose DEVS-suite simulator supports animation with I/O and state trajectories of computer network models developed using parallel DEVS modeling approach. The simulator offers high-level model abstraction as compared with simulators such as NS-2. The combined capabilities afforded by the robust DEVS-suite simulator assists in understanding the fundamentals of computer network topologies and the logics of communication protocols. This newly developed DEVS-Suite offers an expressive, yet relatively simple to use, simulation environment for students and educators to develop and experiment with computer network models.

关键词： Protocols Computational modeling computer simulation computer networks computer science education Robustness Network topology Discrete event simulation Routing Animation

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Composability Verification of Complex Systems Using Colored Petri Nets

Composability Verification of Complex Systems Using Colored ...

引用

simulation Winter Conference

作者： Imran Mahmood Syed Hassan Askari Hessam S. Sarjoughian Center for Research in Modeling & Simulation School of Electrical Engineering and Computer Science National University of Sciences and Technology Islamabad Pakistan Arizona Center for Integrative Modeling & Simulation School of Computing Information and Decision Systems Engineering Arizona State University Tempe Arizona USA

ISBN: (纸本)9781665433129

The discipline of component-based modeling and simulation offers promising gains including reductions in development cost, time, and system complexity. This paradigm promotes the use and reuse of modular components for adequate development of complex simulations. Achieving effective and meaningful model reuse through the composition of components still remains a daunting challenge. “Composability”, an integral part of this challenge, is the capability to select and assemble model components in various combinations to satisfy specific user requirements. In this paper, we propose the use of Colored Petri Nets for component-oriented model development, model composition, and the verification of composed models using state-space analysis technique. We present a case study of an elevator model as a proof of concept. Our case study explains the proposed process of developing and composing CPN-based model components and verifying the composed model using state-space analysis.

关键词： Analytical models Costs Petri nets Elevators Complexity theory Complex systems

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