Applications of the K-Means and Kosarayu Method for Clustering Switching Devices
L. A. Tremasova, E. L. Ustyanseva, Denis V. Gadasin, D. D. Gadasin · 2025
When transmitting information over a network via communication devices, the parameters of data transmission efficiency and reliability are of paramount importance. Based on the fact that the operator does not have the ability to control traffic along its entire path from the source to the recipient, it is forced to conduct a preliminary assessment, which should take into account not only the number of senders of messages, but also the types of services that customers want to use, which ultimately leads to an increase in the load on the node. To distribute the load between network nodes, you can use their clustering using Kosarayu and k-means algorithms, each of which has its own strengths and weaknesses. The paper considers the possibility of joint application of these methods.