Federated learning for computational offloading and resource management of vehicular edge computing in 6G-V2X network

MK Hasan, N Jahan, MZA Nazri, S Islam… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The Sixth Generation network (6G) can support autonomous driving along with various
vehicular applications like Vehicular Edge Computing (VEC), a distributed computing …

Federated deep reinforcement learning for Internet of Things with decentralized cooperative edge caching

X Wang, C Wang, X Li, VCM Leung… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Edge caching is an emerging technology for addressing massive content access in mobile
networks to support rapidly growing Internet-of-Things (IoT) services and applications …

An edge computing empowered radio access network with UAV-mounted FSO fronthaul and backhaul: Key challenges and approaches

Y Dong, MZ Hassan, J Cheng… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
One promising approach to address the supply-demand mismatch between the terrestrial
infrastructure and temporary and/or unexpected traffic demands is to leverage the UAV …

Edge cognitive computing based smart healthcare system

M Chen, W Li, Y Hao, Y Qian, I Humar - Future Generation Computer …, 2018 - Elsevier
With the rapid development of medical and computer technologies, the healthcare system
has seen a surge of interest from both the academia and industry. However, most healthcare …

Federated learning-based computation offloading optimization in edge computing-supported internet of things

Y Han, D Li, H Qi, J Ren, X Wang - Proceedings of the ACM Turing …, 2019 - dl.acm.org
Recent visualizations of smart cities, factories, healthcare system and etc. raise challenges
on the capability and connectivity of massive Internet of Things (IoT) devices. Hence, edge …

Collaborative data caching and computation offloading for multi-service mobile edge computing

H Feng, S Guo, L Yang, Y Yang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) can use wireless access network (RAN) to provide the
services required by user's information technology (IT) and cloud computing functions …

Adaptive request scheduling and service caching for MEC-assisted IoT networks: An online learning approach

D Ren, X Gui, K Zhang - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Multiaccess edge computing (MEC) is a new paradigm to meet the demand of resource-
hungry and latency-sensitive services by enabling the placement of services and execution …

Edge-CoCaCo: Toward joint optimization of computation, caching, and communication on edge cloud

M Chen, Y Hao, L Hu, MS Hossain… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
With the development of recent innovative applications (eg, augmented reality, natural
language processing, and various cognitive applications), more and more computation …

A survey on mobile data offloading technologies

H Zhou, H Wang, X Li, VCM Leung - IEEE access, 2018 - ieeexplore.ieee.org
Recently, due to the increasing popularity of enjoying various multimedia services on mobile
devices (eg, smartphones, ipads, and electronic tablets), the generated mobile data traffic …

Smart-Edge-CoCaCo: AI-enabled smart edge with joint computation, caching, and communication in heterogeneous IoT

Y Hao, Y Miao, L Hu, MS Hossain, G Muhammad… - IEEE …, 2019 - ieeexplore.ieee.org
The development of mobile communication technology, hardware, distributed computing,
and artificial intelligence (AI) technology has promoted the application of edge computing in …