Traffic Clustering Method Based on Adaptive Density Grid
Haichuan Sun, Liang Gu, Yaning Meng, Haoguang Xin, Chenni Dong, Xin Ma, Xixi Zhao, Liguo Wang, Xiaorong Duan, Xin Gong, Sheng Bi · Journal of Physics Conference Series · 2021
Abstract At present, the scale of internal network of some enterprises is expanding with the development of enterprises. The terminal of enterprises is becoming more and more diversified in terms of the number of types and the scope of application. The form of terminal security protection is becoming more and more severe. In this paper, based on adaptive adjust the density of the grid flow clustering method, by aiming at characteristics of the grid density value difference reflect the characteristics of the data of uncertainty on the influence of density threshold, adjustment of adaptive threshold density, determine the key characteristic vector, and the flow characteristics and the agreement that certain learning training, finally realizes the flow clustering.