仪器计算生态系统转向和测量收集的网络框架

Anees Al-Najjar, Nageswara S. V. Rao, Ramanan Sankaran, Helia Zandi, Debangshu Mukherjee, Maxim Ziatdinov, Craig Bridges
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引用次数: 0

摘要

我们提出了一个框架来开发网络解决方案,以支持科学仪器的远程控制和仪器计算生态系统的测量收集。它基于在网络级别提供单独的数据和控制连接,以及开发由仪器命令的Python包装器和Pyro服务器-客户端代码组成的软件模块,使它们在整个生态系统网络中可用。我们展示了自动测量传输和远程转向操作的显微镜用例材料研究在一个生态系统的联合显微镜和计算平台通过现场网络连接。提出的框架目前正在进一步完善,并被采用到科学工作流程中,自动化远程实验转向自主化学实验室和智能能源网格模拟。
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Cyber Framework for Steering and Measurements Collection Over Instrument-Computing Ecosystems
We propose a framework to develop cyber solutions to support the remote steering of science instruments and measurements collection over instrument-computing ecosystems. It is based on provisioning separate data and control connections at the network level, and developing software modules consisting of Python wrappers for instrument commands and Pyro server-client codes that make them available across the ecosystem network. We demonstrate automated measurement transfers and remote steering operations in a microscopy use case for materials research over an ecosystem of Nion microscopes and computing platforms connected over site networks. The proposed framework is currently under further refinement and being adopted to science workflows with automated remote experiments steering for autonomous chemistry laboratories and smart energy grid simulations.
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