Federated learning for internet of things: A comprehensive survey

DC Nguyen, M Ding, PN Pathirana… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is penetrating many facets of our daily life with the proliferation of
intelligent services and applications empowered by artificial intelligence (AI). Traditionally …

Survey on intelligence edge computing in 6G: Characteristics, challenges, potential use cases, and market drivers

A Al-Ansi, AM Al-Ansi, A Muthanna, IA Elgendy… - Future Internet, 2021 - mdpi.com
Intelligence Edge Computing (IEC) is the key enabler of emerging 5G technologies networks
and beyond. IEC is considered to be a promising backbone of future services and wireless …

A game-based deep reinforcement learning approach for energy-efficient computation in MEC systems

M Chen, W Liu, T Wang, S Zhang, A Liu - Knowledge-Based Systems, 2022 - Elsevier
Many previous energy-efficient computation optimization works for mobile edge computing
(MEC) systems have been based on the assumption of synchronous offloading, where all …

The FORA fog computing platform for industrial IoT

P Pop, B Zarrin, M Barzegaran, S Schulte… - Information Systems, 2021 - Elsevier
Industry 4.0 will only become a reality through the convergence of Operational and
Information Technologies (OT & IT), which use different computation and communication …

Multi-access edge computing: The driver behind the wheel of 5G-connected cars

F Giust, V Sciancalepore, D Sabella… - IEEE …, 2018 - ieeexplore.ieee.org
The automotive and telco industries have taken an investment bet on the connected car
market, pushing for the digital transformation of the sector by exploiting recent information …

Contemporary advances in multi-access edge computing: A survey of fundamentals, architecture, technologies, deployment cases, security, challenges, and directions

M Mahbub, RM Shubair - Journal of Network and Computer Applications, 2023 - Elsevier
With advancements of cloud technologies Multi-Access Edge Computing (MEC) emerged as
a remarkable edge-cloud technology to provide computing facilities to resource-restrained …

Computation offloading in heterogeneous vehicular edge networks: On-line and off-policy bandit solutions

A Bozorgchenani, S Maghsudi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapid advancement of intelligent transportation systems (ITS) and vehicular
communications, vehicular edge computing (VEC) is emerging as a promising technology to …

The security and privacy of mobile edge computing: An artificial intelligence perspective

C Wang, Z Yuan, P Zhou, Z Xu, R Li… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Mobile-edge computing (MEC) is a new computing paradigm that enables cloud computing
and information technology (IT) services to be delivered at the network's edge. By shifting …

5G network slicing with unmanned aerial vehicles: Taxonomy, survey, and future directions

T Bouzid, N Chaib, ML Bensaad… - Transactions on …, 2023 - Wiley Online Library
With the ever‐expanding rise of network demands and user expectations, the fifth
generation (5G) of cellular networks was envisioned to support a plethora of use cases and …

Energy-efficient multi-task multi-access computation offloading via NOMA transmission for IoTs

Y Wu, B Shi, LP Qian, F Hou, J Cai… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Driven by the explosive growth in computation-intensive applications in future 5G networks
and industries, mobile edge computing (MEC), which enables smart terminals (STs) to …