Fault detection in distributed systems by representative subspace mapping

Proceedings - International Conference on Pattern Recognition

Volumn 4, Issue , 2006, Pages 912-915

  Chen, Haifeng ^a   Jiang, Guofei ^a   Yoshihira, Kenji ^a  

^a NEC LABORATORIES AMERICA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; DISTRIBUTED COMPUTER SYSTEMS; ELECTRONIC COMMERCE; FAULT DETECTION;

DISTRIBUTED SYSTEMS; PRINCIPAL CANONICAL CORRELATION ANALYSIS (PCCA); SYSTEM MEASUREMENTS;

SYSTEMS ANALYSIS;

EID: 34147168072     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.552     Document Type: Conference Paper

References (8)

1. T. W. Anderson. An introduction to multivariate statistical analysis. New York : Wiley, 2nd ed. edition, 1984.
2. P. Bodik, G. Friedman, L. Biewald, and et al. Combining visualization and statistical analysis to improve operator confidence and efficiency for failure detection and localization. In ICAC 2005, Seattle, WA, June 2005.
3. H. Chen, G. Jiang, C. Ungureanu, and K. Yoshihira. Failure detection and localization in component based systems by online tracking. In SIGKDD 2005, Chicago, IL, August 2005.
4. H. Chen, G. Jiang, C. Ungureanu, and K. Yoshihira. Combining supervised and unsupervised monitoring for fault detection in distributed computing systems. In 21st Annual ACM Symposium on Applied Computing, Dijon, France, April 2006.
5. M. Chen, E. Kiciman, E. Brewer, and A. Fox. Pinpoint: Problem determination in large, dynamic systems. In DSN-2002, Washington, DC, June 2002.
6. H. Hotelling. Relations between two sets of variables. Biometrika, 28:321-377, 1936.
7. I. T. Jolliffe. Principal Component Analysis. New York: Spriger Verlag, 1986.
8. D.M.J. Tax, A. Ypma, and R.P.W Duin. Pump failure detection using support vector data description. In Advances in Intelligent Data Analysis, volume 3, pages 415-425, 1999.