Distributed Simulation: A Model Driven Engineering Approach

ISBN-13: 9783319791364 / Angielski / Miękka / 2018 / 276 str.

Okan Topcu; Umut Durak; Halit Oğuztuzun

Opis

Backed by substantive case studies, the novel approach to software engineering for distributed simulation outlined in this text demonstrates the potent synergies between model-driven techniques, simulation, intelligent agents, and computer systems development.

Spis treści

Part I: Foundations

Introduction

Model Driven Engineering

High Level Architecture

Part II: Development Process

Process Models

Part III: Modeling and Design

Conceptual Modeling

Federation Architecture: Simulation Environment Design

Federate Architecture: Simulation Member Design

Scenario Management

Part IV: Implementation and Execution

Implementation, Integration and Testing

Simulation Evolution and Modernization

Part V: Future Outlook

Synergies of MDE, Simulation, and Agent Technology

O autorze

Dr. Okan Topçu is an Assistant Professor in the Department of Computer Engineering at the Turkish Naval Academy, Istanbul, Turkey. Dr. Umut Durak is a Research Scientist in the Department of Flight Dynamics and Simulation at the Institute of Flight Systems of the German Aerospace Center (DLR), Braunschweig, Germany. Dr. Halit Oğuztüzün is an Associate Professor in the Computer Engineering Department at the Middle East Technical University, Ankara, Turkey. Dr. Levent Yilmaz is a Professor of Computer Science and Software Engineering, with a joint appointment in the Department of Industrial and Systems Engineering, at Auburn University, Auburn, AL, USA. His other publications include the Springer title Concepts and Methodologies for Modeling and Simulation.

Blurb

This unique text/reference provides a comprehensive review of distributed simulation (DS) from the perspective of Model Driven Engineering (MDE), illustrating how MDE affects the overall lifecycle of the simulation development process. Numerous practical case studies are included to demonstrate the utility and applicability of the methodology, many of which are developed from tools available to download from the public domain.

Topics and features:

• Provides a thorough introduction to the fundamental concepts, principles and processes of modeling and simulation, MDE and high-level architecture
• Describes a road map for building a DS system in accordance with the MDE perspective, and a technical framework for the development of conceptual models
• Presents a focus on federate (simulation environment) architectures, detailing a practical approach to the design of federations (i.e., simulation member design)
• Discusses the main activities related to scenario management in DS, and explores the process of MDE-based implementation, integration and testing
• Reviews approaches to simulation evolution and modernization, including architecture-driven modernization for simulation modernization
• Examines the potential synergies between the agent, DS, and MDE methodologies, suggesting avenues for future research at the intersection of these three fields

Distributed Simulation – A Model Driven Engineering Approach is an important resource for all researchers and practitioners involved in modeling and simulation, and software engineering, who may be interested in adopting MDE principles when developing complex DS systems.