SPATIAL h2020 Project
Published September 28, 2022 | Version v1
Journal article Open

The Many Faces of Edge Intelligence

Creators

  • 1. University of Oulu
  • 2. VTT Technical Research Centre of Finland Ltd
  • 3. University of Vienna
  • 4. Business Innovation Manager, Pordenone, Italy
  • 5. TU Delft
  • 6. University of Vigo
  • 7. VTT Technical Research Centre of Finland Ltd.
  • 8. Oulu University of Applied Sciences
  • 9. University of Helsinki
  • 10. Technical University of Munich
  • 11. Poznan University of Technology
  • 12. University of Oulu & University of Helsinki
  • 13. Pengcheng Laboratory

Description

Edge Intelligence (EI) is an emerging computing and communication paradigm that enables Artificial Intelligence (AI) functionality at the network edge. In this article, we highlight EI as an emerging and important field of research, discuss the state of research, analyze research gaps and highlight important research challenges with the objective of serving as a catalyst for research and innovation in this emerging area. We take a multidisciplinary view to reflect on the current research in AI, edge computing, and communication technologies, and we analyze how EI reflects on existing research in these fields. We also introduce representative examples of application areas that benefit from, or even demand the use of EI.

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Additional details

Funding

SPATIAL – Security and Privacy Accountable Technology Innovations, Algorithms, and machine Learning 101021808
European Commission