[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
As an important enabler for changing people's lives, advances in artificial intelligence (AI)-
based applications and services are on the rise, despite being hindered by efficiency 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
Along with the rapid developments in communication technologies and the surge in the use
of mobile devices, a brand-new computation paradigm, edge computing, is surging in …

[图书][B] Edge intelligence in the making: Optimization, deep learning, and applications

S Lin, Z Zhou, Z Zhang, X Chen, J Zhang - 2021 - Springer
With the explosive growth of mobile computing and Internet of Things (IoT) applications, as
exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT …

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
With the breakthroughs in deep learning, the recent years have witnessed a booming of
artificial intelligence (AI) applications and services, spanning from personal assistant to …

Convergence of edge computing and deep learning: A comprehensive survey

X Wang, Y Han, VCM Leung, D Niyato… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Ubiquitous sensors and smart devices from factories and communities are generating
massive amounts of data, and ever-increasing computing power is driving the core of …

Edge intelligence: concepts, architectures, applications, and future directions

J Mendez, K Bierzynski, MP Cuéllar… - ACM Transactions on …, 2022 - dl.acm.org
The name edge intelligence, also known as Edge AI, is a recent term used in the past few
years to refer to the confluence of machine learning, or broadly speaking artificial …

The many faces of edge intelligence

E Peltonen, I Ahmad, A Aral, M Capobianco… - IEEE …, 2022 - ieeexplore.ieee.org
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 …

Artificial intelligence in edge devices

A Singh, K Saini, V Nagar, V Aseri, MS Sankhla… - Advances in …, 2022 - Elsevier
In the current era, advancements in deep learning have seen the services and uses of
artificial intelligence (AI) flourish. From individual support and commendation structures to …

[HTML][HTML] Edge AI: a survey

R Singh, SS Gill - Internet of Things and Cyber-Physical Systems, 2023 - Elsevier
Artificial Intelligence (AI) at the edge is the utilization of AI in real-world devices. Edge AI
refers to the practice of doing AI computations near the users at the network's edge, instead …

Communication-efficient edge AI: Algorithms and systems

Y Shi, K Yang, T Jiang, J Zhang… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Artificial intelligence (AI) has achieved remarkable breakthroughs in a wide range of fields,
ranging from speech processing, image classification to drug discovery. This is driven by the …