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IEICE Trans

Keyword : syslog

Latent Variable Based Anomaly Detection in Network System Logs
Kazuki OTOMO Satoru KOBAYASHI Kensuke FUKUDA Hiroshi ESAKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/09/01
Vol. E102-D  No. 9 ; pp. 1644-1652
Type of Manuscript:  Special Section PAPER (Special Section on Log Data Usage Technology and Office Information Systems)
Category: Network Operation Support
Keyword: 
network operation, system logs, syslog, anomaly detection, latent variable analysis, variational autoencoder, 
 Summary | Full Text:PDF
Proactive Failure Detection Learning Generation Patterns of Large-Scale Network Logs
Tatsuaki KIMURA Akio WATANABE Tsuyoshi TOYONO Keisuke ISHIBASHI 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2019/02/01
Vol. E102-B  No. 2 ; pp. 306-316
Type of Manuscript:  PAPER
Category: Network Management/Operation
Keyword: 
syslog, network management, failure detection, machine learning, 
 Summary | Full Text:PDF
Network Event Extraction from Log Data with Nonnegative Tensor Factorization
Tatsuaki KIMURA Keisuke ISHIBASHI Tatsuya MORI Hiroshi SAWADA Tsuyoshi TOYONO Ken NISHIMATSU Akio WATANABE Akihiro SHIMODA Kohei SHIOMOTO 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2017/10/01
Vol. E100-B  No. 10 ; pp. 1865-1878
Type of Manuscript:  PAPER
Category: Network Management/Operation
Keyword: 
network management, syslog, nonnegative tensor factorization (NTF), 
 Summary | Full Text:PDF