Fractality Identification and Data Generation

In multiservice networks, particular importance is needed for the studying of the flow of requests entering the telecommunication network, according to its results it is possible to discuss and solve network-related problems. But, when describing pulsed or structural flows and quantitative evaluation the correlation function acquires special importance, whereas as a function of time delay it is a polynomial and non-exponential function, the real network always contains a limited number of resources, which means that in the process of obtaining a limited amount of resources non-linear events will inevitably arise and as a result the relationship between traffic sources will manifest itself. Overloading causes similar irregularities in control mechanisms such as TCP (Transmission Management Protocol), Ethernet and etc. The results obtained in the paper are devoted to the problems of design and operation of multi-service communication networks.

Authors

Institutions

Publication Details

Journal
GEORGIAN SCIENTISTS
Published
2025-05-27
DOI
https://doi.org/10.52340/gs.2025.07.02.33
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fractality Identification and Data Generation

Zaza Mardaleishvili
GEORGIAN SCIENTISTS
Neural Networks and Applications
article

Fractality Identification and Data Generation

Zaza Mardaleishvili
article en

Abstract

In multiservice networks, particular importance is needed for the studying of the flow of requests entering the telecommunication network, according to its results it is possible to discuss and solve network-related problems. But, when describing pulsed or structural flows and quantitative evaluation the correlation function acquires special importance, whereas as a function of time delay it is a polynomial and non-exponential function, the real network always contains a limited number of resources, which means that in the process of obtaining a limited amount of resources non-linear events will inevitably arise and as a result the relationship between traffic sources will manifest itself. Overloading causes similar irregularities in control mechanisms such as TCP (Transmission Management Protocol), Ethernet and etc. The results obtained in the paper are devoted to the problems of design and operation of multi-service communication networks.

GEORGIAN SCIENTISTS
Akaki Tsereteli State University (GE)
Openalex Percentile: Top 95%
Neural Networks and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.