A Dynamic Resource Scheduling Scheme in Edge Computing Satellite Networks

2020 ◽  
Author(s):  
Feng Wang ◽  
Dingde Jiang ◽  
Sheng Qi ◽  
Chen Qiao ◽  
Lei Shi
Keyword(s):  
Resource Scheduling ◽  
Satellite Networks ◽  
Edge Computing ◽  
Scheduling Scheme ◽  
Dynamic Resource ◽  
Resource Scheduling Scheme

scholarly journals Resource Scheduling Based on Improved Spectral Clustering Algorithm in Edge Computing

2018 ◽  
Vol 2018 ◽  
pp. 1-13 ◽  
Author(s):  
Guangshun Li ◽  
Shuzhen Xu ◽  
Junhua Wu ◽  
Heng Ding
Keyword(s):  
Big Data ◽  
Spectral Clustering ◽  
Clustering Algorithm ◽  
Scheduling Algorithm ◽  
Resource Scheduling ◽  
Edge Computing ◽  
Computing Environment ◽  
Scheduling Scheme ◽  
Spectral Clustering Algorithm ◽  
Resource Scheduling Scheme

With the development of Internet of Things (IoT), the massive data generated by it forms big data, and the complexity of dealing with big data brings challenges to resource scheduling in edge computing. In order to solve the problem of resource scheduling and improve the satisfaction of users in edge computing environment, we propose a user-oriented improved spectral clustering scheduling algorithm (ISCM) in this paper. Based on the improved k-means algorithm, the ISCM algorithm solves the problem that the clustering result is sensitive to the initial value and realizes the reclustering, which makes the obtained clustering results more stable. Finally, the edge computing resource scheduling scheme is obtained based on the clustering results. The experimental results show that the resource scheduling scheme based on improved spectral clustering algorithm is superior to traditional spectral clustering algorithm in edge computing environment.

Hybrid Resource Scheduling Scheme for Video Surveillance in GPU-FPGA Accelerated Edge Computing System

2021 ◽  
pp. 679-694
Author(s):  
Gyusang Cho ◽  
Seong-Hwan Kim ◽  
Chan-Hyun Youn
Keyword(s):  
Video Surveillance ◽  
Resource Scheduling ◽  
Computing System ◽  
Edge Computing ◽  
Scheduling Scheme ◽  
Resource Scheduling Scheme
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