In Search of the Future Technologies: Fusion of Machine Learning, Fog and Edge Computing in the Internet of Things

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Abstract

With the rapid growth of smart devices connected to the internet, the paradigm Internet of Things (IoT) is used in plenty of applications. This led to the emergence of different computing paradigm such as Cloud computing, Fog computing, Edge Computing using artificial intelligence model such as machine learning to analyze and to get some valuable information and to predict the future from the raw data. This paper provides details about computing paradigm, applications, and its advantages and limitations. This paper also brings different kinds of important neural networks and its usability for distinct inputs such as images, audio, video etc. We envision this paper helps for student researcher for understanding the IoT, computing paradigms and artificial neural networks, to work further in these emerging domains.

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Naveen, S., & Kounte, M. R. (2020). In Search of the Future Technologies: Fusion of Machine Learning, Fog and Edge Computing in the Internet of Things. In Lecture Notes on Data Engineering and Communications Technologies (Vol. 31, pp. 278–285). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-24643-3_33

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