Convergence of edge computing and deep learning: A comprehensive survey

X Wang, Y Han, VCM Leung, D Niyato… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
artificial intelligence, can be integrated into edge computing … 2) Fog Computing: One of the
highlights of fog computing is that … hardware of edge intelligence, ie, customized AI chips and …

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 intelligence into AI for edge (intelligence-enabled edge computing) and AI on edge
(artificial intelligence on edge). … To solve the problem with a fast convergence rate, this article …

A survey on the convergence of edge computing and AI for UAVs: Opportunities and challenges

P McEnroe, S Wang, M Liyanage - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
… of artificial intelligence (AI), edge computing, and edge AI. … defines edge AI as “the capability
to enable edges to execute AI … of edge AI definitions, it can be useful to categorize edge AI

Edge intelligence: The convergence of humans, things, and ai

T Rausch, S Dustdar - 2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
edge computing and AI in the cyberhuman evolution, and identify challenges that edge
computing … will be complemented by AI operationalization to enable seamless end-to-end edge

Edge intelligence: Paving the last mile of artificial intelligence with edge computing

Z Zhou, X Chen, E Li, L Zeng, K Luo… - Proceedings of the …, 2019 - ieeexplore.ieee.org
edge computing. Due to the superiority and necessity of running AI application on the edge,
edge AI … to federated learning in edge computing with provable convergence. To implement …

Edge computing with artificial intelligence: A machine learning perspective

H Hua, Y Li, T Wang, N Dong, W Li, J Cao - ACM Computing Surveys, 2023 - dl.acm.org
… promoted the development of artificial intelligence (AI) to a great … also has the advantage
of fast convergence [97]. This is … tuned neural network in fog computing environment. J. Med. …

Understanding edge computing: Engineering evolution with artificial intelligence

JH Huh, YS Seo - IEEE Access, 2019 - ieeexplore.ieee.org
… popular edge computing and AI-based edge computing have … with technological convergence
of edge computing have been … with edge computing concepts such as fog computing and …

At the confluence of artificial intelligence and edge computing in iot-based applications: A review and new perspectives

A Bourechak, O Zedadra, MN Kouahla, A Guerrieri… - Sensors, 2023 - mdpi.com
machine learning model to address the high-speed real-time requirements of fog computing
and generate good and fast edge intelligence, … to AI and edge computing convergence. We …

Mobile edge computing, metaverse, 6G wireless communications, artificial intelligence, and blockchain: Survey and their convergence

Y Wang, J Zhao - 2022 IEEE 8th World Forum on Internet of …, 2022 - ieeexplore.ieee.org
computing to distributed fog computing and mobile edge … elaborated on mobile edge
computing, how AI and blockchain can … convergence to have AI and blockchain-aided mobile …

A survey of recent advances in edge-computing-powered artificial intelligence of things

Z Chang, S Liu, X Xiong, Z Cai… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… This article investigates convergence of AI and the IoT from the perspective of end-… fog nodes
[54]. Unlike cloudlets and MEC, fog computing is focused more on the IoT and the end side. …