Distributed co-simulation plays a key role in enabling collaborative modeling and simulation by different stakeholders while protecting their Intellectual Property (IP). Although IP protection is provided implicitly by co-simulation, there is no consensus in the guidelines to conduct distributed co-simulation of continuous-time or hybrid systems with no exposure to potential hacking attacks. We propose an approach for distributed co-simulation on top of UniFMU with enhanced cybersecurity and IP protection mechanisms, ensuring that the connection is initiated by the client and the models and binaries live on trusted platforms. We showcase the functionality of this approach using two co-simulation demos in four different network settings and analyze the trade-off between IP-protected distribution and performance efficiency in these settings.
翻译:分布式联合仿真在促进不同利益相关方进行协同建模与仿真的同时保护其知识产权方面发挥着关键作用。尽管联合仿真本身隐式地提供了知识产权保护,但现有指南对于如何在无潜在黑客攻击风险下进行连续时间或混合系统的分布式联合仿真尚未形成共识。我们提出了一种在UniFMU基础上构建的分布式联合仿真方法,该方法增强了网络安全与知识产权保护机制,确保连接由客户端发起且模型与二进制文件驻留在可信平台上。我们通过四种不同网络设置下的两个联合仿真演示案例展示了该方法的功能,并分析了这些设置中知识产权保护型分布式部署与性能效率之间的权衡关系。