AI-powered edge computing evolution for beyond 5G communication networks

E Kartsakli, J Perez-Romero, O Sallent… - 2023 Joint European …, 2023 - ieeexplore.ieee.org
Edge computing is a key enabling technology that is expected to play a crucial role in
beyond 5G (B5G) and 6G communication networks. By bringing computation closer to where …

[PDF][PDF] Edge Computing: from standard to actual infrastructure deployment and software development

D Sabella, A Alleman, E Liao, M Filippou… - ETSI White …, 2019 - martechcube.com
Edge Computing is widely recognized as a key technology, supporting innovative services
for a wide ecosystem of companies, ranging from operators, infrastructure owners …

6G white paper on edge intelligence

E Peltonen, M Bennis, M Capobianco… - arXiv preprint arXiv …, 2020 - arxiv.org
In this white paper we provide a vision for 6G Edge Intelligence. Moving towards 5G and
beyond the future 6G networks, intelligent solutions utilizing data-driven machine learning …

Edge computing for internet of everything: A survey

X Kong, Y Wu, H Wang, F Xia - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In this era of the Internet of Everything (IoE), edge computing has emerged as the critical
enabling technology to solve a series of issues caused by an increasing amount of …

Keynote: Edge intelligence-emerging solutions and open challenges

ML Bernardi - … Workshops and other Affiliated Events (PerCom …, 2021 - ieeexplore.ieee.org
Recent advances in AI have led to a number of intelligent applications, such as intelligent
personal assistants, context-related and personalized buying advice, automated video …

[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 …

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 …

MLOps meets edge computing: an edge platform with embedded intelligence towards 6G systems

N Psaromanolakis, V Theodorou… - 2023 Joint European …, 2023 - ieeexplore.ieee.org
The evolution towards more human-centered 6G networks requires the extension of network
functionalities with advanced, pervasive automation features. In this direction, cloud-native …

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 …

Edge computing technology enablers: A systematic lecture study

S Douch, MR Abid, K Zine-Dine, D Bouzidi… - IEEE …, 2022 - ieeexplore.ieee.org
With the increasing stringent QoS constraints (eg, latency, bandwidth, jitter) imposed by
novel applications (eg, e-Health, autonomous vehicles, smart cities, etc.), as well as the …