物联网的机器学习方法及其未来应用

A. Rana, Ayodeji Olalekan Salau, Swati Gupta, S. Arora
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引用次数: 27

摘要

随着物联网技术的快速发展,大量异构设备能够在物联网技术的帮助下连接起来。尽管物联网由于系统中各种设备和服务的连接而具有非常复杂的架构。本文简要介绍了城市物联网系统的概念,该系统旨在支持智慧城市和先进的通信技术。因此,为智能物联网提供了架构,技术和计算框架的全面调查。它还讨论了物联网面临的主要漏洞和挑战,并介绍了机器学习如何应用于物联网。因此,智慧城市被视为用例,它解释了如何将各种技术应用于数据,以便以良好的效率提取出色的结果。
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Machine learning methods for IoT and their Future Applications
With the advent of rapid developments, large number of heterogeneous devices is able to connect with the help of IOT technology. Although IOT possess very complex architecture because of connectivity of variety of devices and services in the system. In this paper, a brief concept of urban IOT system is presented which are designed to support smart city and advanced communication technologies. Hence a comprehensive survey of architecture, technologies, and computational frameworks is provided for a smart IOT. It also discusses the major vulnerabilities and challenges faced by IOT and also present how machine learning is applied to IOT. Hence smart city is considered as the use case and it explains how various techniques are applied to data in order to extract great results with good efficiency.
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