Joint service caching, computation offloading and resource allocation for dual-layer aerial Internet of Things

Y Zhang, Z Na, Z Wen, A Nallanathan, W Lu - Computer Networks, 2025 - Elsevier
The exponential growth of Internet of Things devices has triggered an unprecedented surge
in mobile data traffic, posing significant challenges for latency-sensitive services. Mobile …

Delay-Sensitive Task Offloading With Edge Caching Through Martingale-Based Deep Reinforcement Learning

C Dong, W Li, Z Zhou, X Chen… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
In the forthcoming era of 6 G networks, delay-sensitive applications for Internet of Things
(IoT) are poised to become the prevailing services with ultra-reliable and low-latency …

Joint Optimization of Trajectory, Offloading, Caching, and Migration for UAV-Assisted MEC

M Zhao, R Zhang, Z He, K Li - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
UAV-assisted MEC revolutionizes edge computing by deploying UAVs for real-time data
processing in areas lacking infrastructure, supporting a wide range of applications from …

Multi-UAV Enabled MEC Networks: Optimizing Delay through Intelligent 3D Trajectory Planning and Resource Allocation

Z Wang, T Wei, G Sun, X Liu, H Yu, D Niyato - ar**
TH Hsu, RH Ju, GJ Horng - 2024 10th International Conference …, 2024 - ieeexplore.ieee.org
Real-time video transmission via unmanned aerial vehicles (UAVs) is significantly impacted
by latency issues. Using Region of Interest (ROI) tile segmentation methods, video …

面向大规模 IoT 系统的多无人机部署与协作卸载

黄智钦, 卢恬英, 陈哲毅 - 系统仿真学报, 2025 - china-simulation.com
在大规模物联网(internet-of-things, IoT) 系统中, 无人机使能的移动边缘计算(mobile edge
computing, MEC) 可缓解终端IoT 设备的性能限制. 然而, 由于不均匀的IoT …