A new SLA-aware method for discovering the cloud services using an improved nature-inspired optimization algorithm

A Heidari, NJ Navimipour - PeerJ Computer Science, 2021 - peerj.com
Cloud computing is one of the most important computing patterns that use a pay-as-you-go
manner to process data and execute applications. Therefore, numerous enterprises are …

[HTML][HTML] Synthesis of multilevel knowledge graphs: Methods and technologies for dynamic networks

T Man, A Vodyaho, DI Ignatov, I Kulikov… - … Applications of Artificial …, 2023 - Elsevier
Abstract Knowledge Graphs is one of the most popular techniques for knowledge-based
modelling in various subdomains of modern AI technologies ranging from natural language …

Forecasting telecommunication network states on the basis of log patterns analysis and knowledge graphs modeling

K Krinkin, AI Vodyaho, I Kulikov… - International Journal of …, 2022 - igi-global.com
The article proposes a state forecasting method for telecommunications networks (TN) that is
based on the analysis of behavioral models observed on users' network devices. The …

Method of multilevel adaptive synthesis of monitoring object knowledge graphs

K Krinkin, A Vodyaho, I Kulikov, N Zhukova - Applied Sciences, 2021 - mdpi.com
The paper introduces a method for adaptive deductive synthesis of state models, of complex
objects, with multilevel variable structures. The method makes it possible to predict the state …

In-network generalized trustworthy data collection for event detection in cyber-physical systems

HU Rahman, G Wang, MZA Bhuiyan, J Chen - PeerJ Computer Science, 2021 - peerj.com
Abstract Sensors in Cyber-Physical Systems (CPS) are typically used to collect various
aspects of the region of interest and transmit the data towards upstream nodes for further …