A trajectory prediction-based and dependency-aware container migration for mobile edge computing

W Zhang, J Luo, L Chen, J Liu - IEEE Transactions on Services …, 2023‏ - ieeexplore.ieee.org
Edge computing and container technologies offer more possibilities for the development of
Internet of Vehicles (IOV). However, many studies have neglected the dependencies among …

Multi-user layer-aware online container migration in edge-assisted vehicular networks

Z Tang, F Mou, J Lou, W Jia, Y Wu… - IEEE/ACM Transactions …, 2023‏ - ieeexplore.ieee.org
In edge-assisted vehicular networks, containers are very suitable for deploying applications
and providing services due to their lightweight and rapid deployment. To provide high …

Mobility-aware computation offloading in satellite edge computing networks

J Zhou, Q Yang, L Zhao, H Dai… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
Satellite edge computing, as an extension of ground edge computing, is a key technology for
achieving seamless global computing coverage. However, the low earth orbit (LEO) …

Joint service request scheduling and container retention in serverless edge computing for vehicle-infrastructure collaboration

S Hu, Z Qu, B Tang, B Ye, G Li… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
Lightweight and layered structure containers in serverless edge computing (SEC) provide
flexible service configurations and computing for vehicles with diverse service requests in …

Latency-Aware Container Scheduling in Edge Cluster Upgrades: A Deep Reinforcement Learning Approach

H Cui, Z Tang, J Lou, W Jia… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
In Mobile Edge Computing (MEC), Internet of Things (IoT) devices offload computationally-
intensive tasks to edge nodes, where they are executed within containers, reducing the …

Joint Resource Overbooking and Container Scheduling in Edge Computing

Z Tang, F Mou, J Lou, W Jia, Y Wu… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
Containers have gained popularity in Edge Computing (EC) networks due to their
lightweight and flexible deployment advantage. In resource-constrained EC environments …

[HTML][HTML] Optimizing the Agricultural Internet of Things (IoT) with Edge Computing and Low-Altitude Platform Stations

D Yang, J Wu, Y He - Sensors, 2024‏ - mdpi.com
Using low-altitude platform stations (LAPSs) in the agricultural Internet of Things (IoT)
enables the efficient and precise monitoring of vast and hard-to-reach areas, thereby …

An optimal container update method for edge‐cloud collaboration

H Zhang, W Lin, R **e, S Li, Z Dai… - Software: Practice and …, 2024‏ - Wiley Online Library
Emerging computing paradigms provide field‐level service responses for users, for
example, edge computing, fog computing, and MEC. Edge virtualization technologies …

Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems

J Wu, Z Yu, J Guo, Z Tang, T Wang… - IEEE Transactions on …, 2024‏ - ieeexplore.ieee.org
Integrating wireless-powered Mobile Edge Computing (MEC) with Unmanned Aerial
Vehicles (UAVs) leverages computation offloading services for mobile devices, significantly …

Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies

X Wang, W Jia - arxiv preprint arxiv:2501.03265, 2025‏ - arxiv.org
The emergence of 5G and edge computing hardware has brought about a significant shift in
artificial intelligence, with edge AI becoming a crucial technology for enabling intelligent …