Adaptive Task Offloading with Spatiotemporal Load Awareness in Satellite Edge Computing

J Zhou, Y Zhao, L Zhao, H Cai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Satellite edge computing, as an extension of ground edge computing, is a key technology for
providing computing services by deploying resources on low earth orbit (LEO) satellites …

Cost-Efficient Task Offloading for Satellite Edge Computing Systems

X Yang, B Hong - 2022 International Symposium on Networks …, 2022 - ieeexplore.ieee.org
Satellite edge computing is playing increasing important roles for low earth orbital (LEO)
satellites to enable the onboard data processing. In this work, we investigate the satellite …

Dynamic computation offloading in satellite edge computing

L Cheng, G Feng, Y Sun, M Liu… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Satellite edge computing (SEC) has become a promising technology for future wireless
networks to provide anywhere and anytime computing services. Different from terrestrial …

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) …

[HTML][HTML] A Lyapunov-Optimized Dynamic Task Offloading Strategy for Satellite Edge Computing

Y Hu, W Gong, F Zhou - Applied Sciences, 2023 - mdpi.com
Satellite edge computing (SEC) has garnered significant attention for its potential to deliver
services directly to users. However, the uneven distribution of receiving tasks among …

Task Offloading With Service Migration for Satellite Edge Computing: A Deep Reinforcement Learning Approach

H Wu, X Yang, Z Bu - IEEE Access, 2024 - ieeexplore.ieee.org
Satellite networks with edge computing servers promise to provide ubiquitous and low-
latency computing services for the Internet of Things (IoT) applications in the future satellite …

Stochastic computation offloading for LEO satellite edge computing networks: A learning-based approach

Q Tang, Z Fei, B Li, H Yu, Q Cui… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The deployment of mobile edge computing services in LEO satellite networks achieves
seamless coverage of computing services. However, the time-varying wireless channel …

Q‐learning‐based task offloading strategy for satellite edge computing

J Shuai, B Xie, H Cui, J Wang… - International Journal of …, 2024 - Wiley Online Library
In this paper, we study the task offloading optimization problem in satellite edge computing
environments to reduce the whole communication latency and energy consumption so as to …

Hierarchical Dynamic Resource Allocation for Computation Offloading in LEO Satellite Networks

X Gao, Y Hu, Y Shao, H Zhang, Y Liu… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
With the rapid development of large low Earth orbit (LEO) satellite constellations, satellite
edge computing is an emerging topic to provide computing services for Internet of Things …

Deep Reinforcement Learning for QoE-Aware Offloading in Space-Terrestrial Integrated Networks

X Deng, G Lin, L Chang, F Tong - 2023 19th International …, 2023 - ieeexplore.ieee.org
Low Earth Orbit (LEO) satellite-based edge computing offers an innovative paradigm for
offloading the computing tasks of resource-limited User Equipments (UEs) in the …