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Distribution Visualization for User Behavior Analysis on LTE Network
著者
  Masaki Suzuki, Quentin Plessis, Takeshi Kitahara, Masato Tsuru
 
雑誌名/会議名
  Proc. the 28th IFIP International Conference on Testing Software and Systems (ICTSS-2016), LNCS 9976, pp.249-255, October 2016. (DOI: 10.1007/978-3-319-47443-4_18) 2016 年 10 月
 
アブストラクト
  In order to seamlessly provide high quality communication services, mobile network operators (MNOs) tackle to promptly respond to a degradation of the communication quality when it occurs. MNOs are facing a difficulty to detect the degradation without any error messages or nonconformity. For the first step of the study, we implemented a Self-Organizing Map (SOM)-based visualization system to analyze the users’ behavior in evolved packet core based on state transitions estimated by capturing LTE C-Plane signals. We show a case study of analyzing actual LTE signals using the implemented system, which demonstrates that we can intuitively see the unexpected char-acteristic of users’ behavior from the results.
 
キーワード
  lte, cplane, analysis, state, som
 
記述言語
  English
 
 

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