Title :
Demonstration of carrier network failure detection by analyzing Twitter
Author :
Yokota, Masahiro ; Takeshita, Kei ; Nishimatsu, Ken
Author_Institution :
NTT Network Technol. Labs., Musashino, Japan
Abstract :
In this demo, we present a network failure detection system that is constructed by extracting tweets related to network failures and estimating the failure area. The demo is based on the work “Early Network Failure Detection System by Analyzing Twitter Data” [1].
Keywords :
social networking (online); system recovery; Twitter data analysis; carrier network failure detection; failure area estimation; tweet extraction; Electronic mail; Estimation; Feature extraction; Filtering; Monitoring; Support vector machines; Twitter;
Conference_Titel :
Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on
Conference_Location :
Ottawa, ON
DOI :
10.1109/INM.2015.7140458
