Recent developments in softwarization of networked infrastructures combined with containerization of computing workflows promise unprecedented compute anywhere and everywhere capabilities for federations of edge and remote computing systems and science instruments. The development and testing of software stacks that implement these capabilities over physical production federations, however, is not very practical nor cost-effective. In response, we develop a digital twin of the physical infrastructure, called the Virtual Federated Science Instrument Environment (VFSIE). This framework emulates the federation using containers and hosts connected over an emulated network, and supports the development and testing of federation stacks and workflows. We illustrate its use in a case study involving Jupiter Notebook computations and instrument control.
翻译:网络基础设施的软化发展,加上计算机工作流程的集装箱化,使得边际和远程计算机系统和科学仪器联合会在任何地方和任何地方的能力都有可能得到前所未有的计算。然而,开发和测试这些能力高于实际生产联合会的软件堆积并不十分实用,成本效益也不高。作为回应,我们开发了一个称为虚拟联邦科学仪器环境(VFSIE)的有形基础设施数字双胞胎。这个框架效仿联邦,使用集装箱和东道主连接在一个效仿的网络上,支持开发和测试联合会的堆叠和工作流程。我们在木星笔记本计算和仪器控制的案例研究中展示了它的用途。