Distributed artificial intelligence empowered by end-edge-cloud computing: A survey

S Duan, D Wang, J Ren, F Lyu, Y Zhang… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
… -edgecloud computing (EECC), where the heterogeneous capabilities of on-device computing,
edge computing, and cloud computing … resource-intensive and distributed AI computation. …

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 …

Intelligence-empowered mobile edge computing: Framework, issues, implementation, and outlook

K Jiang, C Sun, H Zhou, X Li, M Dong… - IEEE Network, 2021 - ieeexplore.ieee.org
… We expect to investigate the optimization of edge computing and caching, where decisions
of caching, computing, and resource allocation are considered jointly. Meanwhile, the system …

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. …

Toward edge intelligence: Multiaccess edge computing for 5G and Internet of Things

Y Liu, M Peng, G Shou, Y Chen… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… enabler of IoT, multiaccess edge computing (MEC), … computing capabilities at the edge of
the radio access network (RAN). By providing computational and storage resources at the edge

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
Intelligence Edge Computing (IEC) is the key enabler of emerging 5G technologies … survey
and an inclusive overview of Intelligence Edge Computing (IEC) technologies in 6G focusing …

Intelligent cooperative edge computing in internet of things

C Gong, F Lin, X Gong, Y Lu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… In this article, we present an intelligent cooperative edge (ICE) computing in IoT networks to
edge computing. The AI-related modules of edge computing are redesigned for distributing

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
… In response, a new computing model called edge computing (EC) has drawn extensive attention
from both industry and academia. With the continuous deepening of the research on EC…

Edge learning for B5G networks with distributed signal processing: Semantic communication, edge computing, and wireless sensing

W Xu, Z Yang, DWK Ng, M Levorato… - IEEE journal of …, 2023 - ieeexplore.ieee.org
… This framework uses neural architecture search method to split the DNN in mobile edge
computing (MEC) according to the computing power and communication capacity of MEC …

Intelligent edge computing based on machine learning for smart city

Z Lv, D Chen, R Lou, Q Wang - Future Generation Computer Systems, 2021 - Elsevier
… The distributed coordination algorithm based on ADMM proposed in this research can
achieve fast convergence and close to the optimal performance in intelligent edge computing, it …