A Container-Based Edge Cloud PaaS Architecture Based on Raspberry Pi Clusters

C. Pahl, S. Helmer, Lorenzo Miori, J. Sanin, Brian A. Lee
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引用次数: 119

Abstract

Cloud technology is moving towards multi-cloud environments with the inclusion of various devices. Cloud and IoT integration resulting in so-called edge cloud and fog computing has started. This requires the combination of data centre technologies with much more constrained devices, but still using virtualised solutions to deal with scalability, flexibility and multi-tenancy concerns. Lightweight virtualisation solutions do exist for this architectural setting with smaller, but still virtualised devices to provide application and platform technology as services. Containerisation is a solution component for lightweight virtualisation solution. Containers are furthermore relevant for cloud platform concerns dealt with by Platform-as-a-Service (PaaS) clouds like application packaging and orchestration. We demonstrate an architecture for edge cloud PaaS. For edge clouds, application and service orchestration can help to manage and orchestrate applications through containers. In this way, computation can be brought to the edge of the cloud, rather than data from the Internet-of-Things (IoT) to the cloud. We show that edge cloud requirements such as cost-efficiency, low power consumption, and robustness can be met by implementing container and cluster technology on small single-board devices like Raspberry Pis. This architecture can facilitate applications through distributed multi-cloud platforms built from a range of nodes from data centres to small devices, which we refer to as edge cloud. We illustrate key concepts of an edge cloud PaaS and refer to experimental and conceptual work to make that case.
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基于树莓派集群的容器边缘云PaaS架构
云技术正在向包含各种设备的多云环境发展。云和物联网的融合导致所谓的边缘云和雾计算已经开始。这需要将数据中心技术与更受限制的设备相结合,但仍然使用虚拟化解决方案来处理可伸缩性、灵活性和多租户问题。对于这种架构设置,确实存在轻量级虚拟化解决方案,使用更小但仍然是虚拟化的设备来提供应用程序和平台技术作为服务。容器化是轻量级虚拟化解决方案的一个解决方案组件。此外,容器还与平台即服务(PaaS)云处理的云平台问题相关,比如应用程序打包和编排。我们演示了边缘云PaaS的架构。对于边缘云,应用程序和服务编排可以帮助通过容器管理和编排应用程序。通过这种方式,计算可以被带到云的边缘,而不是从物联网(IoT)到云的数据。我们表明,通过在小型单板设备(如Raspberry Pis)上实现容器和集群技术,可以满足诸如成本效益、低功耗和鲁棒性等边缘云需求。这种架构可以通过从数据中心到小型设备的一系列节点构建的分布式多云平台来促进应用程序,我们将其称为边缘云。我们将说明边缘云PaaS的关键概念,并参考实验和概念工作来说明这一点。
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