Task offloading paradigm in mobile edge computing-current issues, adopted approaches, and future directions

MY Akhlaqi, ZBM Hanapi - Journal of Network and Computer Applications, 2023 - Elsevier
Many enterprise companies migrate their services and applications to the cloud to benefit
from cloud computing advantages. Meanwhile, the rapidly increasing number of connected …

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 …

Digital twin assisted task offloading for aerial edge computing and networks

B Li, Y Liu, L Tan, H Pan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Considering the user mobility and unpredictable mobile edge computing (MEC)
environments, this paper studies the intelligent task offloading problem in unmanned aerial …

Task-oriented delay-aware multi-tier computing in cell-free massive MIMO systems

K Wang, D Niyato, W Chen… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Multi-tier computing can enhance the task computation by multi-tier computing nodes. In this
paper, we propose a cell-free massive multiple-input multiple-output (MIMO) aided …

Joint resource allocation and multi-part collaborative task offloading in MEC systems

H Zhang, Y Yang, B Shang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper investigates the multi-part collaborative task offloading with multiple servers in
mobile edge computing (MEC) systems by considering server overload and long-term …

Deep reinforcement learning for computation and communication resource allocation in multiaccess MEC assisted railway IoT networks

J Xu, B Ai, L Chen, Y Cui… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-access mobile edge computing (MEC) is envisioned as a key enabling technology to
support compute-intensive and delay-sensitive applications in railway Internet of Things …

Task offloading in multi-access edge computing enabled UAV-aided emergency response operations

S Akter, DY Kim, S Yoon - IEEE Access, 2023 - ieeexplore.ieee.org
In emergency response operations, using uncrewed aerial vehicles (UAVs) has recently
become a promising solution due to their flexibility and easy deployment. However, tasks …

Incentive-based distributed resource allocation for task offloading and collaborative computing in MEC-enabled networks

G Chen, Y Chen, Z Mai, C Hao… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Computing tasks offloaded from user devices (UDs) can be carried out by one or more
mobile edge computing (MEC) servers to alleviate the computing burden of UDs. The …

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 …

Joint computation offloading and resource allocation for MIMO-NOMA assisted multi-user MEC systems

M Wang, S Shi, D Zhang, C Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper investigates the resource allocation and computation offloading problem for multi-
access edge computing (MEC) systems, where multiple mobile users (MUs) equipped with …