网络实验室中的物联网远程组实验:混合云中基于fpga的远程实验室

N. Fujii, N. Koike
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引用次数: 19

摘要

随着物联网技术的不断发展,对物联网实验平台的需求也越来越大。物联网系统由网络、传感器控制器、边缘计算、服务器端大数据收集、分析及其可视化等多种技术组成。能够处理这种物联网系统的开发和实验的实验环境变得重要。在物联网系统中,使用现场可编程门阵列(FPGA)的应用需要高度灵活的系统结构。作者提出了用于在网络实验室中处理物联网实验的远程实验室系统,这是一个基于fpga的本科大学生教育远程实验室。它不仅可以使用可用的板级小型计算机,还可以使用FPGA板进行物联网边缘原型设计。它还可以在混合云中组织物联网云服务器端程序。基于FPGA的边缘计算方法可以更自由和灵活地实现各种传感器控制,这些控制可以针对特定的物联网应用进行定制。使用免费的微处理器ip核和重新组织可用的FPGA CAD设计平台,使我们能够减少设计和实施工作的负担,以建设新的网络实验室,以适应物联网设计和实验。这也有助于减少学生自己进行物联网设计和实验的工作量,在这些实验中,学生需要掌握信息技术(It)的各种技能:硬件设计、边缘计算、服务器端计算、网络和基础设施建设。使用Docker容器/Swarm和Docker File,以“Infrastructure as Code”的形式为每个学生自动构建自己的物联网实验平台。此外,这些单独设计的物联网实验平台可以组合在一起,同时进行一组组实验。本文展示了网络实验室在物联网远程实验中的实用性和适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IoT Remote Group Experiments in the Cyber Laboratory: A FPGA-based Remote Laboratory in the Hybrid Cloud
In accordance with the resent advancement in Internet of Things (IoT), the needs for IoT experiment platform have been ever increasing. IoT system consists of various technologies such as networking, sensor controller, edge-side computing, server-side big data collections, analysis and their visualizations. An experimental environment that can handle the development and experiments of such an IoT system become important. In the IoT system, a highly flexible system structure for applications using Field Programmable Gate Array (FPGA) is required. The authors propose the Remote Laboratory System for handling IoT experiments in the Cyber Laboratory, which is an educational FPGA-based remote laboratory for under-graduate university students. It enables not only to use available board-level small computers but also to use FPGA boards for prototyping IoT edges. It can also organize the IoT cloud-server side programs in the hybrid cloud. The FPGA based edge-side computing approach can have much more freedom and flexibility to implement various sensor controls those can be customized for specific IoT applications. The use of free micro-processor IP-core and re-organizing the available FPGA CAD design platform allow us to reduce the burden of design and implementation efforts for the construction of new Cyber Laboratory to accommodate IoT designs and experiments. It also contributed to reduce the students' amount of efforts to conduct their own IoT design and experiments, where students are required to have various skills in Information Technologies (IT): hardware design, edge-side computing, server-side computing, networking and infrastructure construction. The use of the Docker container/Swarm and the Docker File contributed to construct their own IoT experiment platforms for every student automatically, in the form of "Infrastructure as Code". Furthermore, these separately designed IoT experiment platforms can be combined to conduct a group of group experiment simultaneously. The paper showed the Cyber Laboratory's usefulness and applicability for IoT kinds of Remote experiments.
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