Data distribution system: clustering based on neural network technologies

International Workshop "Advanced Technologies in Material Science, Mechanical and Automation Engineering – MIP: Engineering – 2019"

材料科学;机械制造;原子能学

Vikulov, E.O.^1 ; Denisova, L.A.^1

Omsk State Technical University, Mira ave. 11, Omsk

644050, Russia^1

关键词: Data centers;    Data clustering;    Data distribution;    Data distribution systems;    Experimental research;    High load;    Network technologies;    Test samples;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/537/5/052030/pdf
DOI  :  10.1088/1757-899X/537/5/052030

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

This article is about data distribution of high load systems. We proposed a way of distribution by means of data clustering based on neural network technologies. Clustering of the test sample of data from server stations performed. This sample of data received from cloud computing server stations distributed across different data centers. Results of experimental research proved the effectivity of neural networks in case of high load data distribution.