Guest Editorial Special Issue on Edge Intelligence for Sustainable Smart Environments

C Mastroianni, F Cicirelli, M Jia… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This special issue, organized by Carlo Mastroianni, Franco Cicirelli, Min Jia, Sabita
Maharjan, and Ian Taylor, offers a selection of excellent articles in the field of Edge …

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 …

From cloud-edge to edge-edge continuum: the swarm-based edge computing systems

L Carnevale, A Ortis, G Fortino… - 2022 IEEE Intl Conf …, 2022 - ieeexplore.ieee.org
Modern cloud-edge-device computational platforms does not match the needs of artificial
intelligence at the edge of the network. Indeed, the lack of computing power allows that only …

A survey of ai enabled edge computing for future networks

P Ramachandran, S Ranganath… - 2021 IEEE 4th 5G …, 2021 - ieeexplore.ieee.org
We have been talking about 5G and beyond (B5G) in IEEE future networks. The Exabyte of
data moving from Cloud enabled edge to distributed edge has led to a push for local …

Edge Artificial Intelligence for Internet of Things Devices: Open Challenges

V Alvear-Puertas, PD Rosero-Montalvo… - … , Tech Ethics and …, 2023 - Springer
The advent of the Internet of Things (IoT) has witnessed a rapid proliferation of
interconnected devices capable of sensing, collecting, and exchanging vast amounts of …

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
As the computing paradigm shifts from cloud computing to end-edge-cloud computing, it
also supports artificial intelligence evolving from a centralized manner to a distributed one …

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 …

Eaas: A service-oriented edge computing framework towards distributed intelligence

M Zhang, J Cao, Y Sahni, Q Chen… - … Conference on Service …, 2022 - ieeexplore.ieee.org
Edge computing has become a popular paradigm where services and applications are
deployed at the network edge closer to the data sources. It provides applications with …

Shaping the Future of IoT with Edge Intelligence: How Edge Computing Enables the Next Generation of IoT Applications

RC Sofia, J Soldatos - 2024 - library.oapen.org
This book presents the technologies that empower edge intelligence, along with their use in
novel IoT solutions. Specifically, it presents how 5G/6G, Edge AI, and Blockchain solutions …

Engineering collective intelligence at the edge with aggregate processes

R Casadei, M Viroli, G Audrito, D Pianini… - … Applications of Artificial …, 2021 - Elsevier
Edge computing promotes the execution of complex computational processes without the
cloud, ie, on top of the heterogeneous, articulated, and possibly mobile systems composed …