An Anomaly Detection Method on Web-based System by Trend Analysis with Autoregressive Model (特集 デペンダブルなサービスシステムに貢献する情報・システム技術)
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Masaki Samejima | Hiroshi Ohno | Norihisa Komoda | Masanori Akiyoshi | Matsuki Yoshino | N. Komoda | H. Ohno | M. Samejima | M. Akiyoshi | Matsuki Yoshino
[1] Jerome A. Rolia,et al. Web Server Performance Measurement and Modeling Techniques , 1998, Performance evaluation (Print).
[2] Vanish Talwar,et al. Statistical techniques for online anomaly detection in data centers , 2011, 12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops.
[3] Hisashi Kashima,et al. Eigenspace-based anomaly detection in computer systems , 2004, KDD.
[4] Haifeng Chen,et al. Ranking the importance of alerts for problem determination in large computer systems , 2011, Cluster Computing.
[5] G. Chow. Tests of equality between sets of coefficients in two linear regressions (econometrics voi 28 , 1960 .
[6] Emery D. Berger. Software Needs Seatbelts and Airbags , 2012, ACM Queue.
[7] H. Akaike. Markovian Representation of Stochastic Processes and Its Application to the Analysis of Autoregressive Moving Average Processes , 1974 .
[8] Jean-Marc Vincent,et al. Detection and analysis of resource usage anomalies in large distributed systems through multi‐scale visualization , 2012, Concurr. Comput. Pract. Exp..
[9] Norihisa Komoda,et al. Resource usage monitoring for web systems using real-time statistical analysis of log data , 2011 .
[10] Kenji Yamanishi,et al. Discovering outlier filtering rules from unlabeled data: combining a supervised learner with an unsupervised learner , 2001, KDD '01.
[11] Vikram S. Adve,et al. An empirical study of reported bugs in server software with implications for automated bug diagnosis , 2010, 2010 ACM/IEEE 32nd International Conference on Software Engineering.
[12] Masaki Samejima,et al. An Anomaly Detection Method on Web-based System by Certification of Structural Change on Autoregressive Model , 2012 .
[13] Christopher Stewart,et al. Performance modeling and system management for multi-component online services , 2005, NSDI.