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A unified view of time and causality and its application to distributed simulation

A unified view of time and causality and its application to ...

引用

2003 Summer computer simulation Conference, SCSC 2003

作者： Nutaro, James J. Sarjoughian, Hessam S. Arizona Center for Integrative Modeling and Simulation Electrical and Computer Engineering Department University of Arizona TucsonAZ85721-0104 United States Arizona Center for Integrative Modeling and Simulation Computer Science and Engineering Department Arizona State University TempeAZ85287-5406 United States

ISBN: (纸本)1565552687

This paper presents a framework for distributed simulation that is based on system-theoretic and logical-process concepts. The framework describes a three-part world-view for developing simulation models. These are modeling formalisms, abstract simulators, and computational environments. A unified view of time and causality allows for the application of system-theoretic notions of causality within a distributed simulation environment. Within this framework, we introduce a unified notion of causality. Further we describe an approach for developing distributed simulation models which evolve from modeling constructs to simulation algorithms and their implementations. The framework is exemplified using the Discrete EVent System Specification (DEVS) modeling formalism, its abstract simulator, and a parallel algorithm that implements the abstract simulator.

关键词： Specifications

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Predictive quantization-based filtering in distributed traffic simulation

Predictive quantization-based filtering in distributed traff...

引用

2003 Summer computer simulation Conference, SCSC 2003

作者： Leer, Jongkeun Chit, Sungdo Zeigler, Bernard P. Arizona Center for Integrative Modeling and Simulation Dept. of Electrical and Computer Engineering University of Arizona TucsonAZ85721 United States Intelligent Systems Research Lab. Dept. of Computer Engineering Hangkong University Seoul Korea Republic of

ISBN: (纸本)1565552687

This paper proposed predictive quantization-hased filtering method that uses average speed-based dynamic quantum size to effectively reduce communication overhead that DEVS/HLA-based distributed traffic simulation has. Average speed-based dynamic quantum size monitors dynamically changing road situation at fixed time unit and set vehicles 'average speed to dynamic quantum size. Then it generates individual quantum size offactors such as the distance from the leading vehicle, speed and acceleration that decide traffic models 'behavior by using dynamic quantum size. Therefore, the suggested methodology has an advantage in that it effectively reduces communication overhead among federates of distributed traffic simulation. This paper verified validity of the suggested method by doing distributed modeling the 32km block from East Seoul to Hobup of JOOJ'/GBOO highway in Korea and analyzing the simulation.

关键词： Cost reduction

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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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Semiconductor supply network simulation

Semiconductor supply network simulation

引用

simulation Winter Conference

作者： Godding Sarjoughian Kempf Component Automation Systems Intel Corporation Chandler AZ USA Arizona Center for Integrative Modeling & Simulation Computer Science & Engineering Department Arizona State University Tempe AZ USA Decision Technologies Intel Corporation Chandler AZ USA

More efficient and effective control of supply networks is conservatively worth billions of dollars to the national and world economy. Developing improved control requires simulation of physical flows of materials involved and decision policies governing these flows. We describe our initial work on modelling each of these flows as well as simulating their integration through the synchronized interchange of data. We show the level of abstraction that is appropriate, formulate and test a representative model, and describe our findings and conclusions.

关键词： Testing Production facilities Computational modeling Raw materials Customer service Costs Material storage Network topology Scalability Automation

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DEVS modeling and simulation: A new layer of middleware 3

DEVS modeling and simulation: A new layer of middleware

引用

3rd Annual International Workshop on Active Middleware Services, AMS 2001

作者： Zeigler, B.P. Sarjoughian, H.S. Park, Sunwoo Nutaro, J.J. Lee, J.S. Cho, Y.K. Arizona Center for Integrative Modeling and Simulation Electrical and Computer Engineering Department University of Arizona TucsonAZ85721-0104 United States Raytheon Missile Systems TucsonAZ United States

ISBN: (纸本)0769515282

This paper discusses a concept of DEVS middleware that would provide a set of services for constructing discrete event models and executing them in simulation or in real-time. Although generic middleware such as CORBA and MPI supports simulation and simulation-oriented middleware such as High Level Architecture Runtime Infrastructure exists, there are many issues that either not addressed at all or have been inadequately addressed in existing systems. DEVS Middleware would improve modeling and simulations due to the beneficial formal properties of DEVS, enhance interoperability among components adhering to the DEVS protocol, and reduce programming complexity by hiding lower level simulation and execution details. The DEVS Middleware concept includes components for model construction and for mapping models onto simulators or real-time execution engines to support the novel concept of "distributed programming by modeling." This paper discusses several sub-layers that have been identified within the overall DEVS middleware concept, existing work that can be brought to bear on developing these layers and the integration needed to create a widely accepted standard. © 2001 IEEE.

关键词： Middleware

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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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DEVS modeling and simulation: a new layer of middleware

DEVS modeling and simulation: a new layer of middleware

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International Workshop on Active Middleware Services

作者： B.P. Zeigler H.S. Sarjoughian Sunwoo Park J.J. Nutaro J.S. Lee Y.K. Cho Arizona Center for Integrative Modeling and Simulation Electrical & Computer Engineering Department University of Arizona Tucson Tucson AZ USA Raytheon Missile Systems Company Tucson AZ USA

ISBN: (纸本)0769515282

关键词： Middleware Application software Discrete event simulation Computational modeling computer simulation Real time systems Protocols Engines Missiles Runtime

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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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Models and representation of their ownership

Models and representation of their ownership

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simulation Winter Conference

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

Models, similar to other intellectual properties, are increasingly being treated as commodities worthy of protection. Providing ownership for models is key for promoting model reusability, composability, and distributed simulation. However, to date, it appears no principled approach has been developed to support ownership of models. Instead, individuals such as modelers and legal personnel employ ad hoc means to obtain and (re)use models developed and owned by others. We briefly describe access control capabilities offered by computer languages, operating systems, and HLA ownership management services. The examinations of such methods suggest the need for formal ownership specification. We discuss, in an informal setting, requirements for model ownership from the point of view of increasing demand and necessity for model reuse, distributed simulation, and future trends for collaborative model development. We develop concepts for model ownership suitable for collaborative model development and distributed execution. Based on the developed concepts, we present an approach, within the DEVS modeling and simulation framework, for specifying model ownership. We close with the consideration of the proposed approach for the Collaborative DEVS modeling environment and a brief discussion of HLA services relevant to model ownership.

关键词： Collaboration Computational modeling Intellectual property Protection Law Legal factors Personnel Access control computer languages Operating systems

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Conceptions of curriculum for simulation education

Conceptions of curriculum for simulation education

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simulation Winter Conference

作者： H. Szczerbicka J. Banks R.V. Rogers T.I. Oren H.S. Sarjoughian B.P. Zeigler Institute for Computer Science Fachbereich Mathematik und Informatik University of Hannover Hanover Germany AutoSimulations A Brooks Automation company Marietta GA USA Department of Engineering Management Virginia Modeling Analysis and Simulation Center Old Dominion University Norfolk VA USA Turkish Science and Technical Research Council Marmara Research Center Information Technologies Research and Development Center Gebze Kocaeli Turkey Arizona Center for Integrative Modeling and Simulation Department of Electrical and Computer Engineering University of Arizona Tucson Tucson AZ USA

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