Dynamic computation offloading in multi-access edge computing via ultra-reliable and low-latency communications

M Merluzzi, P Di Lorenzo, S Barbarossa… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The goal of this work is to propose an energy-efficient algorithm for dynamic computation
offloading, in a multi-access edge computing scenario, where multiple mobile users …

Dynamic computation offloading for MIMO mobile edge computing systems with energy harvesting

W Zhou, L Xing, J Xia, L Fan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
By providing spatial diversity gain, the incorporation of multiple antennas into mobile edge
computing (MEC) systems can improve the transmission performance. Meanwhile …

Task offloading to edge cloud balancing utility and cost for energy harvesting internet of things

PK Nandi, MRI Reaj, S Sarker, MA Razzaque… - Journal of Network and …, 2024 - Elsevier
Task offloading from many Internet of Things (IoT) devices to a mobile edge computing
(MEC) system, consisting of multiple collaborative edge servers (CES), results in reduced …

Throughput-aware dynamic task offloading under resource constant for MEC with energy harvesting devices

J Mei, L Dai, Z Tong, X Deng, K Li - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the explosive increase of Internet of Things (IoT) devices, an increasing number of
computation-intensive applications are emerging in IoT system. However, most IoT devices …

A multiagent meta-based task offloading strategy for mobile-edge computing

W Ding, F Luo, C Gu, Z Dai, H Lu - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Task offloading in mobile-edge computing (MEC) improves the efficacy of mobile devices
(MDs) in terms of computing performance, data storage, and energy consumption by …

Energy allocation and task scheduling in edge devices based on forecast solar energy with meteorological information

Y Hao, Q Wang, T Ma, J Du, J Cao - Journal of Parallel and Distributed …, 2023 - Elsevier
Offloading tasks from edge devices to the cloud is an important method to enhance the
performance of the edge device. With the help of EH (Energy Harvesting) technology, the …

Task allocation optimization scheme based on queuing theory for mobile edge computing in 5G heterogeneous networks

J Xue, Z Wang, Y Zhang, L Wang - Mobile Information Systems, 2020 - Wiley Online Library
As an indispensable key technology in 5G Internet of Things (IoT), mobile edge computing
(MEC) provides a variety of computing and services at the edge of the network for energy …

Latency-optimal computational offloading strategy for sensitive tasks in smart homes

Y Wang, L Wang, R Zheng, X Zhao, M Liu - Sensors, 2021 - mdpi.com
In smart homes, the computational offloading technology of edge cloud computing (ECC)
can effectively deal with the large amount of computation generated by smart devices. In this …

Computation Offloading in Resource-Constrained Multi-Access Edge Computing

K Li, X Wang, Q He, J Wang, J Li, S Zhan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Recently, computation offloading methods have greatly improved the Quality of Experience
(QoE) in Multi-access Edge Computing (MEC) by offloading tasks to the edge servers. Since …

Dynamic resource allocation for wireless edge machine learning with latency and accuracy guarantees

M Merluzzi, P Di Lorenzo… - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
In this paper, we address the problem of dynamic allocation of communication and
computation resources for Edge Machine Learning (EML) exploiting Multi-Access Edge …