Dynamic computation offloading in multi-access edge computing via ultra-reliable and low-latency communications
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 …
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 …
computing (MEC) systems can improve the transmission performance. Meanwhile …
Task offloading to edge cloud balancing utility and cost for energy harvesting internet of things
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 …
(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
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 …
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 …
(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
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 …
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 …
(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 …
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 …
(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 …
computation resources for Edge Machine Learning (EML) exploiting Multi-Access Edge …