A novel method to analyze logs generated by wireless telecommunication systems
Renai Chen, Weiliang Ji, Shihui Duan, Qiang Ling, Feng Li · 2017
Traditional analysis for logs generated by wireless telecommunication systems requires a priori knowledge to explore the common patterns and structures. To overcome this difficulty, this paper presents a new method to analyze logs. We first implement natural language processing (NLP) techniques and machine learning (ML) models to process logs and directly vectorize logs. Then we train a classification model to determine the states of logs. Experiments are carried out to confirm the effectiveness of our method.