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

机译:基于Raspberry Pi集群的基于容器的边缘云PaaS架构

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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.
机译:随着各种设备的加入,云技术正在朝着多云环境发展。导致所谓的边缘云和雾计算的云和物联网集成已经开始。这就要求将数据中心技术与受约束得多的设备相结合,但仍要使用虚拟化解决方案来解决可伸缩性,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,它具有较小但仍虚拟化的设备,可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解决方案组件。容器还与平台即服务(PaaS)云处理的云平台问题有关,例如应用程序打包和编排。我们演示了边缘云PaaS的体系结构。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。这样,可以将计算带到云的边缘,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)上实施容器和群集技术,可以满足边缘云的要求,例如成本效益,低功耗和鲁棒性。通过从数据中心到小型设备等一系列节点构建的分布式多云平台,这种架构可以促进应用程序的开发,我们将其称为边缘云。我们说明了边缘云PaaS的关键概念,并参考了实验性和概念性工作来说明这一点。

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