Modelling of network traffic usage using self-organizing maps techniques
Haviluddin Haviluddin, Arda Yunianta, Awang Harsa Kridalaksana, Zainal Arifin, Bayu Kresnapati, Fauzi Rahman, Achmad Fanany Onnilita Gaffar, Hendra Yuni Irawan, Mulaab Mulyo, Andri Pranolo · 2016
Currently, the Internet is one important part of the campus infrastructure that supports the teaching and learning activities. The important part of the internet facility is the provided bandwidth as Bandwidth management to teaching and learning is indispensable. In this study, an analysis and cluster of the university internet traffic is required as bandwidth management decision support. Therefore, Self-Organizing Maps (SOM) as a clustering algorithm bandwidth usage was implemented. The results showed that the SOM method can perform clustering. Furthermore, the clustering result could be a recommendation management bandwidth for network administrator.