Edge computing for artificial intelligence

X Wang, Y Han, VCM Leung, D Niyato, X Yan… - Edge AI: Convergence …, 2020 - Springer
Extensive deployment of AI services, especially mobile AI, requires the support of edge
computing. This support is not just at the network architecture level, the design, adaptation …

Cloud and edge intelligence

S Chougule, BS Chaudhari, SN Ghorpade… - TinyML for Edge …, 2024 - Elsevier
This chapter presents a comprehensive study and analysis of the edge computing paradigm,
explaining elements of edge AI. Furthermore, it discusses the edge intelligence approach for …

[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 …

Artificial intelligence at the edge

E Bertino, S Banerjee - arXiv preprint arXiv:2012.05410, 2020 - arxiv.org
The Internet of Things (IoT) and edge computing applications aim to support a variety of
societal needs, including the global pandemic situation that the entire world is currently …

Recent Challenges on Edge AI with Its Application: A Brief Introduction

K Joshi, H Anandaram, M Khanduja, R Kumar… - Explainable Edge AI: A …, 2022 - Springer
Edge AI refers to the deployment of AI software on hardware throughout the real world.
Recently industry 4.0 adopted the cases on plant automation, factory robot, edge computing …

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] Machine Learning for Edge Computing: Frameworks, Patterns and Best Practices

A Singh, V Kukreja, TJ Gandomani - 2022 - books.google.com
This book divides edge intelligence into AI for edge (intelligence-enabled edge computing)
and AI on edge (artificial intelligence on edge). It focuses on providing optimal solutions to …

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 …

[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 …

[PDF][PDF] EdgeAI: Edge-native distributed platform for artificial intelligence

E Peltonen, T Leppänen, L Lovén - … of the 1st 6G Wireless Summit …, 2019 - researchgate.net
Edge computing, together with soon-to-come 5G technologies and future 6G vision, enable
distributed computing platforms with computational and data resources in the close proximity …