Edge intelligence: Architectures, challenges, and applications

D Xu, T Li, Y Li, X Su, S Tarkoma, T Jiang… - arXiv preprint arXiv …, 2020 - arxiv.org
… a mobile object recognition framework, named DeepCham, which collaboratively trains
adaptation models [120]. The DeepCham framework consists of one master, ie, edge server and …

Edge intelligence and Internet of Things in healthcare: A survey

SU Amin, MS Hossain - Ieee Access, 2020 - ieeexplore.ieee.org
… and challenges of different application scenarios. We examine edge intelligence that targets
… In this article, we provide a review of the edge-based IoT healthcare frameworks that focus …

Artificial intelligence for securing IoT services in edge computing: a survey

Z Xu, W Liu, J Huang, C Yang, J Lu… - Security and …, 2020 - Wiley Online Library
security and privacy preservation have become urgent issues for EC, great progress in artificial
intelligence … the IoT service framework with EC, which solves the problems of insufficient …

6G white paper on edge intelligence

E Peltonen, M Bennis, M Capobianco… - arXiv preprint arXiv …, 2020 - arxiv.org
… light to the challenges of edge AI, potential solutions to these challenges, and a roadmap
towards … [5] introduce an Open Framework for Edge Intelligence (OpenEI) which is a lightweight …

AI-enabled secure microservices in edge computing: Opportunities and challenges

F Al-Doghman, N Moustafa, I Khalil… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
… well as challenges of securing Microservices at IoT edge. We … -based edge computing
framework that provides secure edge … techniques for edge intelligence and the crucial challenge of …

AI, blockchain, and vehicular edge computing for smart and secure IoV: Challenges and directions

A Hammoud, H Sami, A Mourad, H Otrok… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… Many manufacturers are considering this framework to improve the driving experience [4]. …
A feasibility study can be addressed in the future to embed an intelligent model within our …

Edge intelligence: Empowering intelligence to the edge of network

D Xu, T Li, Y Li, X Su, S Tarkoma, T Jiang… - Proceedings of the …, 2021 - ieeexplore.ieee.org
… a comprehensive survey of edge intelligence and its … the current state of the art and discuss
the important open issuesframework, Cachier, to cache the recognition results on edge

Edge intelligence: The confluence of edge computing and artificial intelligence

S Deng, H Zhao, W Fang, J Yin… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
edge into model adaptation, framework design, and processor acceleration and introduce
some existing research results. Finally, we present the state-of-the-art and grand challenges in …

Survey on edge computing security

H Zeyu, X Geming, W Zhaohang… - … , Artificial Intelligence and …, 2020 - ieeexplore.ieee.org
… to solve the existing problems of edge computing security, this … In recent years, with the rise
of edge intelligence and edge … It is an edge computing communication security framework

[HTML][HTML] Survey on intelligence edge computing in 6G: Characteristics, challenges, potential use cases, and market drivers

A Al-Ansi, AM Al-Ansi, A Muthanna, IA Elgendy… - Future Internet, 2021 - mdpi.com
… software may run inside the security environment with all the associated security risks [46]. …
Development Framework The framework for the future development of 5G and beyond is …