Offloading decision for mobile multi-access edge computing in a multi-tiered 6G network

TK Rodrigues, J Liu, N Kato - IEEE Transactions on Emerging …, 2021 - ieeexplore.ieee.org
Future telecommunication systems in beyond 5G/6G networks, will include a massive
amount of devices and a high variation of applications, many of which with steep processing …

Intelligent offloading in multi-access edge computing: A state-of-the-art review and framework

B Cao, L Zhang, Y Li, D Feng… - IEEE Communications …, 2019 - ieeexplore.ieee.org
Multi-access edge computing (MEC), which is deployed in the proximity area of the mobile
user side as a supplement to the traditional remote cloud center, has been regarded as a …

Edge-cloud offloading: Knapsack potential game in 5G multi-access edge computing

CY Hsieh, Y Ren, JC Chen - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
In 5G, multi-access edge computing enables the applications to be offloaded to near-end
edge servers for faster response. According to the 3GPP standards, users in 5G are …

Application of cybertwin for offloading in mobile multiaccess edge computing for 6G networks

TK Rodrigues, J Liu, N Kato - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Multiaccess edge computing is an essential technology that academia and industry have
recognized as fundamental for the future of the Internet of Things. Current research on the …

Computation offloading in multi-access edge computing using a deep sequential model based on reinforcement learning

J Wang, J Hu, G Min, W Zhan, Q Ni… - IEEE Communications …, 2019 - ieeexplore.ieee.org
MEC is an emerging paradigm that utilizes computing resources at the network edge to
deploy heterogeneous applications and services. In the MEC system, mobile users and …

[HTML][HTML] Resource Allocation in Multi-access Edge Computing for 5G-and-beyond networks

A Sarah, G Nencioni, MMI Khan - Computer Networks, 2023 - Elsevier
Innovative services with strict requirements are expected in the fifth generation (5G) of
mobile networks and beyond. For example, the Ultra-Reliable Low-Latency Communication …

Cloud and edge computation offloading for latency limited services

I Kovacevic, E Harjula, S Glisic, B Lorenzo… - IEEE …, 2021 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) is recognised as a solution in future networks to
offload computation and data storage from mobile and IoT devices to the servers at the edge …

6G-empowered offloading for realtime applications in multi-access edge computing

H Huang, Q Ye, Y Zhou - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) is a promising solution to the resource shortage
problem on mobile devices. With MEC, a fraction of the computational tasks on mobile …

Computation offloading in multi-access edge computing networks: A multi-task learning approach

B Yang, X Cao, J Bassey, X Li… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Multi-access edge computing (MEC) has already shown the potential in enabling mobile
devices to bear the computation-intensive applications by offloading some tasks to a nearby …

Adaptive offloading in mobile-edge computing for ultra-dense cellular networks based on genetic algorithm

Z Liao, J Peng, B Xiong, J Huang - Journal of Cloud Computing, 2021 - Springer
With the combination of Mobile Edge Computing (MEC) and the next generation cellular
networks, computation requests from end devices can be offloaded promptly and accurately …