[HTML][HTML] A review of optimization methods for computation offloading in edge computing networks

K Sadatdiynov, L Cui, L Zhang, JZ Huang… - Digital Communications …, 2023 - Elsevier
Handling the massive amount of data generated by Smart Mobile Devices (SMDs) is a
challenging computational problem. Edge Computing is an emerging computation paradigm …

Cloudlet placement and task allocation in mobile edge computing

S Yang, F Li, M Shen, X Chen, X Fu… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Mobile edge computing (MEC) offers a way to shorten the cloud servicing delay by building
the small-scale cloud infrastructures, such as cloudlets at the network edge, which are in …

[HTML][HTML] Dynamic offloading for energy-aware scheduling in a mobile cloud

J Lu, Y Hao, K Wu, Y Chen, Q Wang - Journal of King Saud University …, 2022 - Elsevier
Mobile cloud computing (MCC) brings rich computational resources to mobile users,
network operators, and cloud computing providers. The battery capacity of mobile devices …

A reinforcement learning approach for optimizing the age-of-computing-enabled IoT

X Xie, H Wang, M Weng - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Age of Information (AoI) is a newly rising metric for measuring the freshness of information.
In this article, we consider a multidevice computing-enabled Internet of Things (IoT) system …

TMA-DPSO: Towards efficient multi-task allocation with time constraints for next generation multiple access

M Huang, VCM Leung, A Liu… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Future heterogeneous services and applications require the provisioning of unprecedented
massive user access, heterogeneous data traffic, high bandwidth efficiency, and low latency …

Multi-resource computing offload strategy for energy consumption optimization in mobile edge computing

Z Wei, X Yu, L Zou - Processes, 2022 - mdpi.com
The energy consumption optimization of edge devices in the mobile edge computing
environment is mainly based on computational offload strategy. Most of the current common …

Multiple access computation offloading for the K-user case

X Liu, C Schaible, TN Davidson - ICASSP 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
When multiple users seek to offload computational tasks to their access point, the nature of
the multiple access scheme, and the optimization of its parameters, play a critical role in the …

Energy-optimal multiple access computation offloading: Signalling structure and efficient communication resource allocation

M Salmani, TN Davidson - IEEE Transactions on Signal …, 2020 - ieeexplore.ieee.org
Computation offloading enables energy-limited devices to expand the scope of the
computational tasks that they can complete within specified latency requirements. However …

Multiple-Time-Slot Multiple Access Binary Computation Offloading in the K-User Case

X Liu, TN Davidson - IEEE Transactions on Signal Processing, 2024 - ieeexplore.ieee.org
When multiple devices seek to offload computational tasks to their access point, the nature
of the multiple access scheme plays a critical role in the system performance. For a system …

Joint Computing and Communication Resource Allocation for TDMA-Based Binary Computation Offloading

MA Manouchehrpour… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Mobile edge computing systems provide computational resources at the network access
point that can be shared among the attached devices. Effective utilization of these resources …