Task Offloading and Resource Allocation for Cloud-Edge Collaboration in Low Earth Orbit Satellite Networks

R Zhang, B Zhao - 2023 IEEE 23rd International Conference …, 2023 - ieeexplore.ieee.org
With the rapid advancement of satellite communication technology, integrating decentralized
satellite computing capabilities through low earth orbit (LEO) satellite edge computing has …

Dynamic Satellite Edge Computing Offloading Algorithm Based On Distributed Deep Learning

J Shuai, H Cui, Y He, M Guizani - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Satellite communication networks with the characteristics of wide coverage, high
deployment flexibility, and seamless communication services can provide communication …

Satellite edge computing with collaborative computation offloading: An intelligent deep deterministic policy gradient approach

H Zhang, R Liu, A Kaushik… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Enabling a satellite network with edge computing capabilities can complement the
advantages further of a single terrestrial network and provide users with a full range of …

Task Offloading Strategy in Satellite Edge Computing Based on Matching Game

H Cao, H Wang, T Wu, Z Guo, S Cao - Proceedings of the 2023 12th …, 2023 - dl.acm.org
The Low Earth Orbit (LEO) satellite network, serving as a vital complement to the terrestrial
backbone network, has emerged as a prospective path for future mobile communication …

[PDF][PDF] Satellite-Air-Terrestrial Cloud Edge Collaborative Networks: Architecture, Multi-Node Task Processing and Computation.

S Liu, Z Zhang, G Han, B Shen - Intelligent Automation & Soft …, 2023 - cdn.techscience.cn
Integrated satellite-terrestrial network (ISTN) has been considered a novel network
architecture to achieve global three-dimensional coverage and ultra-wide area broadband …

DDPG-Based Task Offloading in Satellite-Terrestrial Collaborative Edge Computing Networks

Q Dong, X Xu, S Han, R Liu… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In remote areas, terrestrial cellular networks are usually sparsely deployed, making it difficult
for the terrestrial base station (TBS) to meet demands of all users. Hybrid satellite-terrestrial …

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 …

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 …

Cooperative user association and resource allocation for task offloading in hybrid GEO‐LEO satellite networks

T Leng, P Duan, D Hu, G Cui… - International Journal of …, 2022 - Wiley Online Library
Hybrid geosynchronous earth orbit (GEO) and low earth orbit (LEO) satellite networks play
an important role in future satellite‐assisted internet of things (S‐IoT). However, the limited …

Dynamic User Association and Computation Offloading in Satellite Edge Computing Networks via Deep Reinforcement Learning

H Zhang, H Zhao, R Liu, X Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Satellite mobile edge computing (SMEC) deployed on ultra-dense low Earth orbit (LEO)
satellites with high throughput and low latency can provide ubiquitous computing services …