Edge Computing on the Internet of Things devices.

  • S. Mykytenko National Technical University of Ukraine "Kyiv Polytechnic Institute named after Igor Sikorsky"
  • M. Orlova National Technical University of Ukraine "Kyiv Polytechnic Institute named after Igor Sikorsky" https://orcid.org/0000-0002-6617-4631
Keywords: edge computing, internet of things, machine learning, ESP8266, matrix multiplications, internet bandwidth.

Abstract

Edge computing technologies are evolving rapidly and are gradually replacing the traditional cloud computing architectures. This article considers and analyzes the main structures of the organization of edge computing, discusses in detail the main problems of the Internet of Things devices that require external computing power. Discussed conditions under which calculations can be transferred directly to the device or to other devices of the Internet of Things, using them as edge servers. The speed of matrix multiplication operation, which is necessary for machine learning, was tested on the Internet of Things devices based on SoC ESP8266. Considered possible directions of further evolution of edge computing.

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Published
2021-06-16
How to Cite
Mykytenko, S., & Orlova, M. (2021). Edge Computing on the Internet of Things devices . COMPUTER-INTEGRATED TECHNOLOGIES: EDUCATION, SCIENCE, PRODUCTION, (43), 78-84. https://doi.org/10.36910/6775-2524-0560-2021-43-13