State-of-the-Art Data Replication Techniques in IoT-Based Sensor Systems

Waleed Bin Qaim, Öznur Özkasap
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引用次数: 5

Abstract

Internet of Things (IoT) is an emerging technology aimed at bridging the gap between physical and digital worlds. IoT envisions to provide a seamless and efficient way of interacting with real-world physical objects through the Internet which highly impacts modern day life. Wireless Sensor Networks (WSNs) are primarily responsible for turning physical objects into communicating entities that can be remotely accessed and controlled, thus, providing the basis for smart solutions to all the human needs. To realize the concept of IoT, efficient data generation, collection, and presentation through WSNs are crucial issues. However, WSNs face numerous challenges mainly because of the resource-constrained and unreliable nature of nodes which may result in loss of valuable sensed data. Data replication is a promising solution to facilitate efficient data management in IoT-based sensor systems. This paper presents a survey of state-of-the-art data replication protocols for IoT-based sensor systems. To the best of our knowledge, our study is the first one that presents a detailed analysis and comparison of the existing solutions by classifying them into sub-categories of data retrieval, query balancing, system robustness, and data availability. We conclude by highlighting potential future research directions.
基于物联网传感器系统的最新数据复制技术
物联网(IoT)是一项旨在弥合物理世界和数字世界之间差距的新兴技术。物联网的设想是通过互联网提供一种与现实世界的物理对象进行无缝和高效交互的方式,这对现代生活产生了很大的影响。无线传感器网络(wsn)主要负责将物理对象转变为可远程访问和控制的通信实体,从而为满足人类所有需求的智能解决方案提供基础。为了实现物联网的概念,通过无线传感器网络高效地生成、收集和呈现数据是关键问题。然而,无线传感器网络面临着许多挑战,主要是因为节点的资源限制和不可靠性,可能导致有价值的感知数据丢失。数据复制是一种很有前途的解决方案,可以促进基于物联网的传感器系统中有效的数据管理。本文介绍了基于物联网的传感器系统的最新数据复制协议的调查。据我们所知,我们的研究是第一个对现有解决方案进行详细分析和比较的研究,将它们分为数据检索、查询平衡、系统健壮性和数据可用性等子类别。最后指出了未来可能的研究方向。
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