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Stack4Things as a fog computing platform for Smart City applications

机译:Stack4Things作为智能城市应用程序的雾计算平台

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Fog computing envisions computation logic to be moved at the edge of the Internet where data needs to be quickly elaborated, decisions made, and actions performed. Delegating to the Cloud the whole burden of applications could not be efficient indeed, for example in case of workload bursts. This is especially true in the context of IoT and Smart City where thousands of smart objects, vehicles, mobiles, people interact to provide innovative services. We thus designed Stack4Things as an OpenStack-based framework spanning the Infrastructure-as-a-Service and Platform-as-a-Service layers. It enables developers and users to manage an IoT infrastructure, remotely controlling nodes as well as virtualizing their functions and creating network overlays among them, implementing a provisioning model for Cyber-Physical Systems. Moreover, it provides mechanisms to scatter the application logic on top of the involved smart objects and to choose with fine granularity which specific tasks to delegate to centralized Cloud infrastructure. In this paper, we show the core Stack4Things mechanisms implementing a Fog computing approach towards a run-time “rewireable” Smart City paradigm. We demonstrate its effectiveness in a smart mobility scenario where vehicles interact with City-level smart objects to provide end users with highly responsive geolocalised services.
机译:雾计算设想将计算逻辑移动到Internet的边缘,在该边缘需要快速详细说明数据,制定决策和执行操作。将整个应用程序委派给云,实际上并不能有效地完成工作,例如在工作负载突然爆发的情况下。在物联网和智慧城市的背景下尤其如此,成千上万的智慧对象,车辆,移动设备,人们进行交互以提供创新服务。因此,我们将Stack4Things设计为基于基础架构即服务层和平台即服务层的基于OpenStack的框架。它使开发人员和用户可以管理IoT基础结构,远程控制节点以及对其节点进行虚拟化并在它们之间创建网络覆盖,从而实现网络物理系统的供应模型。此外,它提供了将应用程序逻辑分散在所涉及的智能对象之上的机制,并以精细的粒度选择将哪些特定任务委派给集中式云基础架构。在本文中,我们展示了针对运行时“可重新布线”的智慧城市范式实施Fog计算方法的核心Stack4Things机制。我们展示了其在智能出行场景中的有效性,在这种场景中,车辆与城市级智能对象进行交互,从而为最终用户提供高响应性的地理定位服务。

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