![Scientific and technical journal «Priborostroenie»](/images/mag-pr.png)
MONITORING AND FORECASTING COMPUTER NETWORK STATE BASED ON THE USE OF HYBRID NEURAL NETWORKS
![Scientific and technical journal «Priborostroenie»](/images/mag-pr.png)
Annotation
Application of for computer networks state monitoring and forecasting based on high adaptability and resistance of hybrid neural networks to external noise is considered. Models for monitoring and forecasting of computer network states using hybrid neural networks are analyzed. Results of experiments demonstrate that the proposed models afford a rather high precision of classification of current and predicted states of computer network.
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Articles in current issue
- MONITORING AND FORECASTING COMPUTER NETWORK STATE BASED ON THE USE OF HYBRID NEURAL NETWORKS
- MODELING SINGLE-CHANNEL NON-STATIONARY QUEUEING SYSTEMS PRESENTED IN THE FORM OF A CYCLIC GRAPH OF STATES
- TECHNIQUE OF VISUALIZATION OF COMPUTER NETWORK TOPOLOGY FOR MONITORING OF INFORMATION SECURITY
- CORRECTION OF AUTOMATIC CONTROL SYSTEM PROPERTIES BY REFERENCE SIGNAL CONVERSION
- METHOD OF APPLIED PROBLEMS ALLOCATION TO VIRTUAL MACHINES CONSIDERING THE RELIABILITY OF THEIR SOLUTION
- SYNTHESIS OF RECURSIVE DISCRETE SYSTEMS IN TIME DOMAIN
- MANEUVERING SPACECRAFT TO IMPROVE OBSERVATION CHARACTERISTICS OF LOCAL AREA OF THE EARTH SURFACE
- DEVELOPMENT OF MATHEMATICAL MODELS OF DYNAMICS OF ELASTIC MEMBRANE SENSITIVE ELEMENTS OF CONTROL SYSTEMS
- THE SYSTEM OF THREE-DIMENSIONAL TOMOGRAPHIC DIAGNOSTICS OF PARAMETERS OF PLASMA FORMATIONS IN THE NEAR-EARTH SPACE
- EXTENDING ENLIGHTENMENT AREA OF SMALL-SIZE OPTICAL ELEMENT BY COATING WITH A SPECIFIED THICKNESS DISTRIBUTION
- AN APPROACH TO CREATION OF VIRTUAL ENTERPRISE FOR INNOVATIVE PRODUCTION
- THE USE OF SPREADSHEET PROCESSOR FOR SOLUTION OF TECHNOLOGICAL PROBLEMS
- EXPERIMENTAL SETUP TO STUDY THE EFFICIENCY OF SEMICONDUCTOR PHOTOELECTRODE IN HYDROGEN GENERATOR
- DYNAMIC MODEL OF DUST CONCENTRATION FOR AUTOMATIC CONTROL SYSTEM OF MICROELECTRONICS PRODUCTION
- CODE SCALE