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

Soumyalatha Naveen*, Manjunath R. Kounte

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapter

11 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationLecture Notes on Data Engineering and Communications Technologies
PublisherSpringer Science and Business Media Deutschland GmbH
Pages278-285
Number of pages8
DOIs
Publication statusPublished - 2020

Publication series

NameLecture Notes on Data Engineering and Communications Technologies
Volume31
ISSN (Print)2367-4512
ISSN (Electronic)2367-4520

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Media Technology
  • Computer Science Applications
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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