SPF:基于sdn的中间件解决方案,缓解物联网信息爆炸

M. Tortonesi, James R. Michaelis, A. Morelli, Niranjan Suri, Michael A. Baker
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引用次数: 25

摘要

据估计,到2018年,物联网(IoT)设备产生的海量信息将超过每年400 ZB,管理这些信息将成为一个日益重要的问题。迄今提出的大多数物联网信息管理方法,都是基于收集物联网生成的原始数据,在云中进行存储和处理,这给通信和计算资源带来了沉重的负担,并带来了明显的延迟。相反,物联网应用将受益于新的范例,以实现动态物联网服务的定义和部署,并促进他们在网络边缘使用计算资源进行数据分析,并从智能传播解决方案中将处理后的信息传递给消费者。SPF(即“筛选、处理和转发”)是一种SDN解决方案,它扩展了参考的ONF体系结构,用信息处理和传播平面取代了数据平面。通过利用部署在互联网/物联网边缘的可编程信息处理器和中断容忍信息传播解决方案,SPF允许定义和管理物联网应用和服务,并代表了未来城市计算应用的有前途的架构。
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SPF: An SDN-based middleware solution to mitigate the IoT information explosion
Managing the extremely large volume of information generated by Internet-of-Things (IoT) devices, estimated to be in excess of 400 ZB per year by 2018, is going to be an increasingly relevant issue. Most of the approaches to IoT information management proposed so far, based on the collection of IoT-generated raw data for storage and processing in the Cloud, place a significant burden on both communications and computational resources, and introduce significant latency. IoT applications would instead benefit from new paradigms to enable definition and deployment of dynamic IoT services and facilitate their use of computational resources at the edge of the network for data analysis purposes, and from smart dissemination solutions to deliver the processed information to consumers. This paper presents SPF (as in “Sieve, Process, and Forward”), an SDN solution which extends the reference ONF architecture replacing the Data Plane with an Information Processing and Dissemination Plane. By leveraging programmable information processors deployed at the Internet/IoT edge and disruption tolerant information dissemination solutions, SPF allows to define and manage IoT applications and services and represents a promising architecture for future urban computing applications.
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