Title :
A data collecting and processing method in high-speed network based on cluster
Author :
Yue Gao ; Shuying Zhang ; Shuangli Wang
Author_Institution :
Coll. of Comput. Sci. & Technol., Beihua Univ., Jilin, China
Abstract :
Through in-depth study cluster and network data processing rules and methods, a data collecting and processing method in high-speed network based on cluster is proposed in this paper. It realized network data distributed collecting by using multilayer structure of task scheduling centre, cluster management center, collecting agency. It realized network data processing by adopting data processing method based on the rules. In addition, It introduces data processing rules, cluster distribution strategy and management center choice mechanism in detail. The results of simulation experiment show that the method is suitable for large-scale network data collecting and processing, and can improve data collecting and processing speed very well.
Keywords :
data handling; distributed processing; pattern clustering; cluster distribution strategy; cluster management center; data collecting agency; high-speed network; large-scale network data collecting; multilayer structure; network data distributed collecting method; network data processing method; task scheduling centre; Computers; Data processing; Data structures; Distributed databases; Educational institutions; High-speed networks; Servers; Cluster; Data Collecting; High-speed Network; Rules;
Conference_Titel :
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location :
Jilin
Print_ISBN :
978-1-61284-719-1
DOI :
10.1109/MEC.2011.6025469