Resource allocation strategy of space cloud network based on resource clustering

J Liu, Y Wang, F Dai, C Wang - International Journal of … - Wiley Online Library
Space information network (SIN) is difficult to fully utilize the limited on‐board resource due
to its dynamic and heterogeneous nature, while the traditional resource management …

Space information network resource scheduling for cloud computing: a deep reinforcement learning approach

Y Wang, J Liu, Y Yin, Y Tong… - … and Mobile Computing, 2022 - Wiley Online Library
With the development of satellite technology, space information networks (SINs) have been
applied to various fields. SINs can provide more and more complex services and receive …

Research of Improved Genetic Algorithm for Resource Allocation in Space-based Information Network

W Rui, H Xiao-dong, A Wei-yu, S Ke-zhen… - Wireless and Satellite …, 2021 - Springer
Along with the expansion of space-based information network, the task cooperation and
resource allocation of access nodes is important issues that need to be addressed in the …

Research on resource allocation method of space information networks based on deep reinforcement learning

X Meng, L Wu, S Yu - Remote Sensing, 2019 - mdpi.com
The space information networks (SIN) have a series of characteristics, such as strong
heterogeneity, multiple types of resources, and difficulty in management. Aiming at the …

An Edge Cloud Resource Scheduling Mechanism in the Space-Air-Terrestrial-Sea Integrated Network

Y Xia, J Li, X Wang, X Wen - 2023 15th International …, 2023 - ieeexplore.ieee.org
Edge computing enables services and functions that would otherwise be located in the
cloud to be moved near the users, providing powerful computing, storage, networking and …

Task‐oriented resource prediction and adjustment algorithm for space‐based information network

Y Wang, J Liu, M Chen, S Xu… - International Journal of …, 2023 - Wiley Online Library
The tasks of a space‐based information network are complex and diverse, but the resources
of a space‐based environment are minimal. The existing methods are challenging to match …

5G network-oriented hierarchical distributed cloud computing system resource optimization scheduling and allocation

G Zheng, H Zhang, Y Li, L Xi - Computer Communications, 2020 - Elsevier
As the core technology of the next generation mobile communication system, the
development of 5G key technologies needs to be able to efficiently and effectively support …

[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 …

The investigation of resource allocation on heterogeneous space-based networks based on sdn framework

B Deng, C Jiang, L Kuang, S Zhao - … , China, August 9–10, 2018, Revised …, 2019 - Springer
To overcome the problem about lacking space resource for our country, the integrated
resource allocation management on heterogeneous space-based networks can break …

Incorporating distributed DRL into storage resource optimization of space-air-ground integrated wireless communication network

C Wang, L Liu, C Jiang, S Wang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Space-air-ground integrated network (SAGIN) is a new type of wireless network mode. The
effective management of SAGIN resources is a prerequisite for high-reliability …