INTEGRATED AND DISTRIBUTED DATA STORAGE AND PROCESSING WITH CLUSTERING INCLUDED
Rubrics: ARTICLES
Authors:
1.
Emperor Alexander I St. Petersburg State Transport University
2.
Emperor Alexander I St. Petersburg State Transport University
3.
Emperor Alexander I St. Petersburg State Transport University
4.
Emperor Alexander I St. Petersburg State Transport University
Type:
Article
Pages:
from 27
to 33
Status:
Published
Received:
11.01.2025
Accepted:
11.01.2025
Published:
11.01.2025
Subject area:
UDK УДК
Language:
Russian
Keywords:
clustering, scalable architecture, data processing, integrated processing, distributed processing
Abstract (English):
The widespread integration of information technology poses a number of complex tasks related to the storage, processing and transmission of data. One of the areas of development here is the development and improvement of integrated and distributed data processing systems. The features and prospects for the development of integrated and distributed data processing systems are considered. A reference security architecture is presented, which is proposed to be considered as the basic architecture of a scalable data storage and processing system for possible improvement of its performance and/or reliability characteristics based on the clustering of its network structure. The choice of the model and method used to identify the influential nodes of the network structure is substantiated.
The widespread integration of information technology poses a number of complex tasks related to the storage, processing and transmission of data. One of the areas of development here is the development and improvement of integrated and distributed data processing systems. The features and prospects for the development of integrated and distributed data processing systems are considered. A reference security architecture is presented, which is proposed to be considered as the basic architecture of a scalable data storage and processing system for possible improvement of its performance and/or reliability characteristics based on the clustering of its network structure. The choice of the model and method used to identify the influential nodes of the network structure is substantiated.
Keywords:
clustering, scalable architecture, data processing, integrated processing, distributed processing
clustering, scalable architecture, data processing, integrated processing, distributed processing
1.
