Access Time Improvement Framework for Standardized IoT Gateways

Asad Javed, Narges Yousefnezhad, J. Robert, Keijo Heljanko, Kary Främling
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引用次数: 5

Abstract

Internet of Things (IoT) is a computing infrastructure underlying powerful systems and applications, enabling autonomous interconnection of people, vehicles, devices, and information systems. Many IoT sectors such as smart grid or smart mobility will benefit from the recent evolutions of the smart city initiatives for building more advanced IoT services, from the collection of human- and machine-generated data to their storage and analysis. It is therefore of utmost importance to manage the volume, velocity, and variety of the data, in particular at the IoT gateways level, where data are published and consumed. This paper proposes an access time improvement framework to optimize the publication and consumption steps, the storage and retrieval of data at the gateways level to be more precise. This new distributed framework relies on a consistent hashing mechanism and modular characteristics of microservices to ensure a flexible and scalable solution. Applied and assessed on a real case study, experimental results show how the proposed framework improves data access time for standardized IoT gateways.
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标准化物联网网关接入时间改进框架
物联网(IoT)是一种基于强大系统和应用的计算基础设施,可以实现人、车辆、设备和信息系统的自主互联。许多物联网领域,如智能电网或智能移动,将受益于智能城市计划的最新发展,以构建更先进的物联网服务,从收集人和机器生成的数据到存储和分析。因此,管理数据的数量、速度和种类至关重要,特别是在发布和使用数据的物联网网关级别。本文提出了一个访问时间改进框架,以优化网关级数据的发布和消费步骤,使数据的存储和检索更加精确。这个新的分布式框架依赖于一致的散列机制和微服务的模块化特征,以确保灵活和可扩展的解决方案。在实际案例研究中进行应用和评估,实验结果表明所提出的框架如何改善标准化物联网网关的数据访问时间。
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