Loading [a11y]/accessibility-menu.js
A novel method to analyze logs generated by wireless telecommunication systems | IEEE Conference Publication | IEEE Xplore
Scheduled Maintenance: On Tuesday, 25 February, IEEE Xplore will undergo scheduled maintenance from 1:00-5:00 PM ET (1800-2200 UTC). During this time, there may be intermittent impact on performance. We apologize for any inconvenience.

A novel method to analyze logs generated by wireless telecommunication systems


Abstract:

Traditional analysis for logs generated by wireless telecommunication systems requires a priori knowledge to explore the common patterns and structures. To overcome this ...Show More

Abstract:

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.
Date of Conference: 27-31 August 2017
Date Added to IEEE Xplore: 01 February 2018
ISBN Information:
Conference Location: Hefei and Tai'an, China

References

References is not available for this document.