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雾计算:助力5G网络中智慧城市应用的管理与编排

Fog Computing: Enabling the Management and Orchestration of Smart City Applications in 5G Networks.

作者信息

Santos José, Wauters Tim, Volckaert Bruno, De Turck Filip

机构信息

Ghent University - imec, IDLab, Department of Information Technology, Technologiepark-Zwijnaarde 15, B-9052 Ghent, Belgium.

出版信息

Entropy (Basel). 2017 Dec 23;20(1):4. doi: 10.3390/e20010004.

Abstract

Fog computing extends the cloud computing paradigm by placing resources close to the edges of the network to deal with the upcoming growth of connected devices. Smart city applications, such as health monitoring and predictive maintenance, will introduce a new set of stringent requirements, such as low latency, since resources can be requested on-demand simultaneously by multiple devices at different locations. It is then necessary to adapt existing network technologies to future needs and design new architectural concepts to help meet these strict requirements. This article proposes a fog computing framework enabling autonomous management and orchestration functionalities in 5G-enabled smart cities. Our approach follows the guidelines of the European Telecommunications Standards Institute (ETSI) NFV MANO architecture extending it with additional software components. The contribution of our work is its fully-integrated fog node management system alongside the foreseen application layer Peer-to-Peer (P2P) fog protocol based on the Open Shortest Path First (OSPF) routing protocol for the exchange of application service provisioning information between fog nodes. Evaluations of an anomaly detection use case based on an air monitoring application are presented. Our results show that the proposed framework achieves a substantial reduction in network bandwidth usage and in latency when compared to centralized cloud solutions.

摘要

雾计算通过将资源放置在网络边缘附近来扩展云计算范式,以应对即将到来的连接设备增长。智能城市应用,如健康监测和预测性维护,将带来一系列新的严格要求,例如低延迟,因为不同位置的多个设备可以同时按需请求资源。因此,有必要使现有网络技术适应未来需求,并设计新的架构概念以帮助满足这些严格要求。本文提出了一种雾计算框架,可在支持5G的智能城市中实现自主管理和编排功能。我们的方法遵循欧洲电信标准协会(ETSI)NFV MANO架构的指导方针,并通过额外的软件组件对其进行扩展。我们工作的贡献在于其完全集成的雾节点管理系统,以及基于开放最短路径优先(OSPF)路由协议的预期应用层对等(P2P)雾协议,用于在雾节点之间交换应用服务供应信息。本文还展示了基于空气监测应用的异常检测用例的评估。我们的结果表明,与集中式云解决方案相比,所提出的框架在网络带宽使用和延迟方面都有显著降低。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2bfe/7512245/9d5d3900bda7/entropy-20-00004-g001.jpg

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