Efficient offloading for minimizing task computation delay of NOMA-based multiaccess edge computing

B Zhu, K Chi, J Liu, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) has been one promising solution to reduce the
computation delay of wireless devices. Due to the high spectrum efficiency of non …

Optimal resource allocation for delay minimization in NOMA-MEC networks

F Fang, Y Xu, Z Ding, C Shen, M Peng… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Multi-access edge computing (MEC) can enhance the computing capability of mobile
devices, while non-orthogonal multiple access (NOMA) can provide high data rates …

Joint task offloading and resource allocation for NOMA-enabled multi-access mobile edge computing

Z Song, Y Liu, X Sun - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
Multi-access mobile edge computing (MEC) allows each user to offload partial task bits to
multiple MEC servers via multi-access radio transmission, enabling the collaboration of …

Delay-aware computation offloading in NOMA MEC under differentiated uploading delay

M Sheng, Y Dai, J Liu, N Cheng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In mobile edge computing (MEC), the computation offloading of massive users could cause
the task uploading congestion to deteriorate the users' offloading delay. The non-orthogonal …

Joint computation offloading and resource allocation for NOMA-based multi-access mobile edge computing systems

Z Wan, D Xu, D Xu, I Ahmad - Computer Networks, 2021 - Elsevier
Due to explosive growth of computation-intensive applications, multi-access mobile edge
computing (MEC) has been proposed as an efficient technology to relieve the burden on …

Online computation offloading in NOMA-based multi-access edge computing: A deep reinforcement learning approach

M Nduwayezu, QV Pham, WJ Hwang - IEEE Access, 2020 - ieeexplore.ieee.org
One of the missions of fifth generation (5G) wireless networks is to provide massive
connectivity of the fast growing number of Internet of Things (IoT) devices. To satisfy this …

Computation offloading and resource allocation in NOMA–MEC: A deep reinforcement learning approach

C Shang, Y Sun, H Luo… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Multiaccess edge computing has emerged as a powerful paradigm for increasing the
computation performance of mobile devices (MDs). Applying nonorthogonal multiple access …

NOMA-assisted multi-access mobile edge computing: A joint optimization of computation offloading and time allocation

Y Wu, K Ni, C Zhang, LP Qian… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Multi-access mobile edge computing (MEC), which enables mobile users (MUs) to offload
their computation-workloads to the computation-servers located at the edge of cellular …

NOMA assisted multi-task multi-access mobile edge computing via deep reinforcement learning for industrial Internet of Things

L Qian, Y Wu, F Jiang, N Yu, W Lu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Multiaccess mobile edge computing (MA-MEC) has been envisioned as one of the key
approaches for enabling computation-intensive yet delay-sensitive services in future …

Energy-minimization task offloading and resource allocation for mobile edge computing in NOMA heterogeneous networks

C Xu, G Zheng, X Zhao - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) has been regarded as a promising technology to improve the
quality of service (QoS) of users by offloading their computation-intensive and delay …