[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 …

A comprehensive survey on fog computing: State-of-the-art and research challenges

C Mouradian, D Naboulsi, S Yangui… - … surveys & tutorials, 2017 - ieeexplore.ieee.org
Cloud computing with its three key facets (ie, Infrastructure-as-a-Service, Platform-as-a-
Service, and Software-as-a-Service) and its inherent advantages (eg, elasticity and …

On multi-access edge computing: A survey of the emerging 5G network edge cloud architecture and orchestration

T Taleb, K Samdanis, B Mada, H Flinck… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Multi-access edge computing (MEC) is an emerging ecosystem, which aims at converging
telecommunication and IT services, providing a cloud computing platform at the edge of the …

Mobile edge computing: A survey on architecture and computation offloading

P Mach, Z Becvar - IEEE communications surveys & tutorials, 2017 - ieeexplore.ieee.org
Technological evolution of mobile user equipment (TIEs), such as smartphones or laptops,
goes hand-in-hand with evolution of new mobile applications. However, running …

Edge server placement in mobile edge computing

S Wang, Y Zhao, J Xu, J Yuan, CH Hsu - Journal of Parallel and Distributed …, 2019 - Elsevier
With the rapid increase in the development of the Internet of Things and 5G networks in the
smart city context, a large amount of data (ie, big data) is expected to be generated, resulting …

How can edge computing benefit from software-defined networking: A survey, use cases, and future directions

AC Baktir, A Ozgovde, C Ersoy - IEEE Communications Surveys …, 2017 - ieeexplore.ieee.org
A novel paradigm that changes the scene for the modern communication and computation
systems is the Edge Computing. It is not a coincidence that terms like Mobile Cloud …

Design, resource management, and evaluation of fog computing systems: a survey

I Martinez, AS Hafid, A Jarray - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
A steady increase in Internet-of-Things (IoT) applications needing large-scale computation
and long-term storage has lead to an overreliance on cloud computing. The resulting …

Live service migration in mobile edge clouds

A Machen, S Wang, KK Leung, BJ Ko… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
Mobile edge clouds (MECs) bring the benefits of the cloud closer to the user, by installing
small cloud infrastructures at the network edge. This enables a new breed of real-time …

Mobile edge cloud network design optimization

A Ceselli, M Premoli, S Secci - IEEE/ACM Transactions on …, 2017 - ieeexplore.ieee.org
Major interest is currently given to the integration of clusters of virtualization servers, also
referred to ascloudlets' oredge clouds', into the access network to allow higher performance …

Survey on placement methods in the edge and beyond

B Sonkoly, J Czentye, M Szalay… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Edge computing is a (r) evolutionary extension of traditional cloud computing. It expands
central cloud infrastructure with execution environments close to the users in terms of …