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
… that naturally suits for edge computing. Therefore, due to space limitation, in the remaining
of this paper, we will focus on the interaction between deep learning and edge computing. We …

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
intelligence. In this article, we divide edge intelligence into AI for edge (intelligence-enabled
edge computing) and AI on edge (artificial intelligence on edge). The former focuses on …

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
artificial intelligence (AI) to a great extent. Under this background and trend, the traditional
cloud computing … In response, a new computing model called edge computing (EC) has drawn …

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
… for resource allocation, computational task scheduling, and … Edge computing extends
cloud analytics to the network edge … of the IoT with AI aided by edge computing and the cloud. …

Understanding edge computing: Engineering evolution with artificial intelligence

JH Huh, YS Seo - IEEE Access, 2019 - ieeexplore.ieee.org
… of edge computing, explain how it operates and its structure hierarchically with artificial
intelligence … various analyses and opinions regarding edge computing and artificial intelligence. …

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
Edge computing (EC) as a new computing paradigm shifts the data processing from the
cloud to the edge nodes (ENs), greatly improving the Quality of Service (QoS) for those IoT …

Artificial intelligence-driven mechanism for edge computing-based industrial applications

AH Sodhro, S Pirbhulal… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
computational complexity and more delay in cloud computing, edge computing has
overtaken the … In the meantime, intelligent and accurate resource management by artificial

Artificial intelligence empowered edge computing and caching for internet of vehicles

Y Dai, D Xu, S Maharjan, G Qiao… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
… the cognition and intelligence of … edge computing and caching resources to improve system
utility by making full use of AI-based algorithms. Then we formulate a joint edge computing

[图书][B] Edge AI: Convergence of edge computing and artificial intelligence

X Wang, Y Han, VCM Leung, D Niyato, X Yan, X Chen - 2020 - Springer
computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which
are essential for the fusion of edge computingintelligence with the aid of edge computing. …

Special issue on artificial-intelligence-powered edge computing for Internet of Things

L Yang, X Chen, SM Perlaza… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… challenging for edge computing to deal with these heterogeneous IoT environments. Motivated
by the success of artificial intelligence (AI) in a wide range of fields (eg, computer vision, …