Online Offloading for Energy-Efficient and Delay-Aware MEC Systems With Cellular-Connected UAVs
B Liu, M Peng - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
In this article, an unmanned aerial vehicle (UAV)-mobile edge computing (MEC) network is
considered, where cellular-connected UAVs can either handle the computing tasks locally or …
considered, where cellular-connected UAVs can either handle the computing tasks locally or …
Joint task offloading, resource allocation, and load-balancing optimization in multi-UAV-aided MEC systems
Due to their limited computation capabilities and battery life, Internet of Things (IoT) networks
face significant challenges in executing delay-sensitive and computation-intensive mobile …
face significant challenges in executing delay-sensitive and computation-intensive mobile …
Two time-scale joint service caching and task offloading for UAV-assisted mobile edge computing
The emergence of unmanned aerial vehicles (UAVs) extends the mobile edge computing
(MEC) services in broader coverage to offer new flexible and low-latency computing …
(MEC) services in broader coverage to offer new flexible and low-latency computing …
Deep reinforcement learning-based online resource management for uav-assisted edge computing with dual connectivity
Mobile Edge Computing (MEC) is a key technology towards delay-sensitive and
computation-intensive applications in future cellular networks. In this paper, we consider a …
computation-intensive applications in future cellular networks. In this paper, we consider a …
Joint Long-Term Processed Task and Communication Delay Optimization in UAV-Assisted MEC Systems Using DQN
MF Dehkordi, B Jabbari - arXiv preprint arXiv:2409.16102, 2024 - arxiv.org
Mobile Edge Computing (MEC) assisted by Unmanned Aerial Vehicle (UAV) has been
widely investigated as a promising system for future Internet-of-Things (IoT) networks. In this …
widely investigated as a promising system for future Internet-of-Things (IoT) networks. In this …
Collaborative offloading for UAV-enabled time-sensitive MEC networks
Recently, unmanned aerial vehicle (UAV) acts as the aerial mobile edge computing (MEC)
node to help the battery-limited Internet of Things (IoT) devices relieve burdens from …
node to help the battery-limited Internet of Things (IoT) devices relieve burdens from …
Deep Reinforcement Learning for Scheduling and Offloading in UAV‐Assisted Mobile Edge Networks
XZ Tian, PT Miao, LM Zhang - Wireless Communications and …, 2023 - Wiley Online Library
The low deployment cost and high mobility of unmanned aerial vehicles (UAV) have given
UAVs widespread attention in mobile edge computing (MEC). Aiming at the characteristics …
UAVs widespread attention in mobile edge computing (MEC). Aiming at the characteristics …
Online Optimization in UAV-Enabled MEC System: Minimizing Long-Term Energy Consumption Under Adapting to Heterogeneous Demands
Y Zeng, S Chen, J Li, Y Cui, J Du - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicle (UAV) can work as a flying computing platform to supply
computation services to users when the terrestrial infrastructure is insufficient or damaged …
computation services to users when the terrestrial infrastructure is insufficient or damaged …
Joint offloading and resource allocation of uav-assisted mobile edge computing with delay constraints
T Tan, M Zhao, Y Zhu, Z Zeng - 2021 IEEE 41st International …, 2021 - ieeexplore.ieee.org
Due to the increase of mobile applications and their users, and the limited coverage of
infrastructure, computing resources will inevitably become insufficient. Motivated by this, we …
infrastructure, computing resources will inevitably become insufficient. Motivated by this, we …
Delay-optimal task offloading for UAV-enabled edge-cloud computing systems
The emergence of delay-sensitive and computationally-intensive mobile applications and
services pose a significant challenge for Unmanned Aerial Vehicles (UAVs) devices due to …
services pose a significant challenge for Unmanned Aerial Vehicles (UAVs) devices due to …