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Special Issue on Advancements in Artificial Intelligence and Machine Learning Algorithms for Internet of Things, Cloud Computing and Big Data

机译:关于物联网,云计算和大数据的人工智能和机器学习算法的进展的特刊

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The Internet of Things (IoT) is a system of interrelated computing devices, mechanical and digital machines, objects, animals or people that are provided with unique identifiers and the ability to transfer data over a network without requiring human-to-human or human-to-computer interaction. The cloud computing enables a user to use a network of remote servers hosted on the Internet to store, manage and process data, rather than a local server and personal computer. Fog computing is an extension of cloud computing to provide an enterprises network. Integration of IoT and fog computing has become a complex task. Nowadays, IoT devices such as wearable medical devices, smart traffic control devices, and various IoT sensors are continuously generated a massive amount of data. This huge amount of data is not possible to process by traditional tools and technologies. Hence, there is a need for scalable machine learning algorithms to process such massive amount of data. This special issue focuses on advancements in artificial intelligence and machine learning algorithms for internet of things, cloud computing and big data.
机译:物联网(IoT)是一个由相互关联的计算设备,机械和数字机器,物体,动物或人组成的系统,这些系统具有唯一的标识符,并且能够通过网络传输数据而无需人与人或与计算机的交互。云计算使用户能够使用托管在Internet上的远程服务器网络来存储,管理和处理数据,而不是本地服务器和个人计算机。雾计算是云计算的扩展,以提供企业网络。物联网和雾计算的集成已成为一项复杂的任务。如今,可穿戴医疗设备,智能交通控制设备和各种IoT传感器等IoT设备不断生成大量数据。传统工具和技术无法处理如此大量的数据。因此,需要可伸缩的机器学习算法来处理如此大量的数据。本期专刊聚焦于人工智能和机器学习算法的进步,这些技术用于物联网,云计算和大数据。

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