基于 HLA 的协作业务流程互操作模拟自动方法

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Mariane El Kassis , Paolo Bocciarelli , François Trousset , Nicolas Daclin , Andrea D’Ambrogio , Gregory Zacharewicz
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引用次数: 0

摘要

随着协作模拟的日益突出,迫切需要一种既能无缝集成互操作性,又能保护知识产权的方法。本文介绍了一种植根于模型驱动架构并与高级架构标准相结合的新方法。这种方法通过自动生成联盟对象模型文件和联盟代码,加快了仿真过程。与众不同的是,我们生成了两个联合体:一个完全使用 Java,另一个将 Java 与离散事件系统规范相结合,解决了不同的仿真范例问题。利用统一建模语言和业务流程模型与符号标准,我们设计了一套系统的程序,用于在保持机密性的同时对业务操作进行建模。虽然我们的自动化框架非常强大,但某些错综复杂的联合行为仍需要人工调整,以确保数据传输的安全性和专有知识的保护。我们的方法在基于高级架构的模拟中实现了互操作性和保密性之间的平衡,其功效通过一个综合实验得到了证明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An HLA-based automated approach for the interoperable simulation of collaborative business processes

As collaborative simulations gain prominence, there is a pressing need for methodologies that seamlessly integrate interoperability while safeguarding intellectual property. This paper presents a novel approach rooted in Model-Driven Architecture and combined with the High-Level Architecture standard. This approach expedites the simulation process by automating the generation of Federation Object Model files and federate codes. Distinctly, we produce two federates: one exclusively in Java and another integrating Java with the Discrete Event System Specification, addressing diverse simulation paradigms. Utilizing the Unified Modeling Language and the Business Process Model and Notation standards, we devise a systematic procedure for modeling business operations while maintaining confidentiality. While our automation framework is robust, certain intricacies of federate behavior necessitate manual adjustments to ensure secure data transmission and protection of proprietary knowledge. The efficacy of our approach, striking a balance between interoperability and confidentiality in High-Level Architecture-based simulations, is demonstrated through a comprehensive experiment.

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来源期刊
Simulation Modelling Practice and Theory
Simulation Modelling Practice and Theory 工程技术-计算机:跨学科应用
CiteScore
9.80
自引率
4.80%
发文量
142
审稿时长
21 days
期刊介绍: The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas. Paper submission is solicited on: • theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.; • methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.; • simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.; • distributed and real-time simulation, simulation interoperability; • tools for high performance computing simulation, including dedicated architectures and parallel computing.
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