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10 - Edge Learning Applications

Published online by Cambridge University Press:  14 January 2022

Song Guo
Affiliation:
The Hong Kong Polytechnic University
Zhihao Qu
Affiliation:
The Hong Kong Polytechnic University
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Summary

Big data and AI are enabling technologies for smart decision-making, automation, and resource optimization. These technologies collectively promote intelligent services from concepts to practical applications. It is widely recognized that Intelligent Services meet the strategic development of emerging industries, meanwhile enrich people’s lifestyle and make a convenient and efficient life. This chapter introduces the popular programming frameworks for Edge Learning. Then, we give some examples of emerging intelligent applications in the edge, e.g., smart health, self-driving, smart surveillance, and smart transportation.

Type
Chapter
Information
Edge Learning for Distributed Big Data Analytics
Theory, Algorithms, and System Design
, pp. 171 - 189
Publisher: Cambridge University Press
Print publication year: 2022

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  • Edge Learning Applications
  • Song Guo, The Hong Kong Polytechnic University, Zhihao Qu, The Hong Kong Polytechnic University
  • Book: Edge Learning for Distributed Big Data Analytics
  • Online publication: 14 January 2022
  • Chapter DOI: https://doi.org/10.1017/9781108955959.012
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  • Edge Learning Applications
  • Song Guo, The Hong Kong Polytechnic University, Zhihao Qu, The Hong Kong Polytechnic University
  • Book: Edge Learning for Distributed Big Data Analytics
  • Online publication: 14 January 2022
  • Chapter DOI: https://doi.org/10.1017/9781108955959.012
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Edge Learning Applications
  • Song Guo, The Hong Kong Polytechnic University, Zhihao Qu, The Hong Kong Polytechnic University
  • Book: Edge Learning for Distributed Big Data Analytics
  • Online publication: 14 January 2022
  • Chapter DOI: https://doi.org/10.1017/9781108955959.012
Available formats
×