Models of telecommunications network monitoring based on knowledge graphs

K Krinkin, A Vodyaho, I Kulikov… - 2020 9th Mediterranean …, 2020 - ieeexplore.ieee.org
The article deals with tasks facing today's telecommunications network monitoring systems
used by cable television operators and the models employed to achieve them. The work …

Architecture of a telecommunications network monitoring system based on a knowledge graph

K Krinkin, I Kulikov, A Vodyaho… - 2020 26th Conference of …, 2020 - ieeexplore.ieee.org
The article focuses on developing a new architecture of telecommunications network
monitoring systems based on knowledge graphs that allow comfortably integrate static …

Prediction of telecommunication network state based on knowledge graphs

K Krinkin, I Kulikov, A Vodyaho… - 2021 28th Conference of …, 2021 - ieeexplore.ieee.org
The article focuses on developing a new prediction method for telecommunications network
state based on knowledge graphs. The article analyses the prediction methods supported by …

Architecture of cloud telecommunication network monitoring platform based on knowledge graphs

K Krinkin, I Kulikov, A Vodyaho… - 2021 30th Conference of …, 2021 - ieeexplore.ieee.org
The article is aimed to describe the architecture of a new cloud platform for
telecommunications networks (TN) monitoring based on knowledge graphs (KG). The …

[PDF][PDF] Methods of composing hierarchical knowledge graphs of telecommunication networks

R Yoshinov, I Kulikov, N Zhukova - Problems of Engineering Cybernetics …, 2020 - iict.bas.bg
The article is devoted to the issue of developing and analyzing methods of composing
hierarchical knowledge graphs of telecommunication networks with a view to representing …

The method of inductive synthesis of hierarchical knowledge graphs of telecommunication networks based on statistical data

KV Krinkin, AI Vodyaho, IA Kulikov… - Procedia Computer …, 2021 - Elsevier
The article is devoted to the development of the method for synthesizing hierarchical
knowledge graphs of telecommunication networks using network statistical data and …

Application of neural network model design for monitoring wireless communication networks

IO Yuskov, EP Stroganova - … and Processing in the Field of on …, 2020 - ieeexplore.ieee.org
One of the most important options for using neural networks in the future will be represented
by machine-to-machine communication in the field of wireless communication networks …

Mathematical metamodel of the process of functioning of the intelligent management system of the Carrier Ethernet network

MA Sakharova, EV Beneta… - 2017 XX IEEE …, 2017 - ieeexplore.ieee.org
A model of intelligent control system by the Carrier Ethernet network was developed to
ensure timely processing of a significant amount of incoming information in conditions of …

Neural network model for the solution of tasks of technical diagnostics of the transport telecommunication network

AK Kanaev, MA Saharova… - 2016 XIX IEEE …, 2016 - ieeexplore.ieee.org
The existing systems of monitoring and management of the transport telecommunication
network (TTN) managements of separate network elements of a network. Transition to …

Applying a Neural Network Approach to Monitoring Corporate Networks with Various Configurations

IO Yuskov, EP Stroganova - 2020 Systems of Signal …, 2020 - ieeexplore.ieee.org
One of the most important elements of using neural networks in the near future will be the
preservation of interaction between different configurations in the field of wireless …