메뉴 건너뛰기




Volumn , Issue , 2007, Pages 161-174

Using hidden semi-Markov models for effective online failure prediction

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRIC FAULT CURRENTS; FAILURE ANALYSIS; FORECASTING; HIDDEN MARKOV MODELS; MARKOV PROCESSES; MOTION ESTIMATION; QUALITY ASSURANCE; RELIABILITY ANALYSIS; RISK ASSESSMENT; RISK MANAGEMENT; TECHNICAL PRESENTATIONS; TELECOMMUNICATION SYSTEMS;

EID: 47249121233     PISSN: 10609857     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SRDS.2007.4365693     Document Type: Conference Paper
Times cited : (130)

References (34)
  • 2
    • 47249140183 scopus 로고    scopus 로고
    • O. Babaoglu, M. Jelasity, A. Montresor, C. Fetzer, S. Leonardi, van Moorsel A., and M. van Steen, editors. Self-Star Properties in Complex Information Systems, 3460 of Lecture Notes in Computer Science. Springer-Verlag, 2005.
    • O. Babaoglu, M. Jelasity, A. Montresor, C. Fetzer, S. Leonardi, van Moorsel A., and M. van Steen, editors. Self-Star Properties in Complex Information Systems, volume 3460 of Lecture Notes in Computer Science. Springer-Verlag, 2005.
  • 3
    • 0000353178 scopus 로고
    • A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains
    • L. E. Baum, T. Petrie, G. Soules, and N. Weiss. A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains. Annals of Mathematical Statistics, 41(1): 164-171, 1970.
    • (1970) Annals of Mathematical Statistics , vol.41 , Issue.1 , pp. 164-171
    • Baum, L.E.1    Petrie, T.2    Soules, G.3    Weiss, N.4
  • 4
    • 84947661722 scopus 로고
    • New ways to get accurate reliability measures
    • S. Brocklehurst and B. Littlewood. New ways to get accurate reliability measures. IEEE Software, 9(4):34-42, 1992.
    • (1992) IEEE Software , vol.9 , Issue.4 , pp. 34-42
    • Brocklehurst, S.1    Littlewood, B.2
  • 6
    • 0025449407 scopus 로고
    • Bayes predictive analysis of a fundamental software reliability model
    • Jun
    • A. Csenki. Bayes predictive analysis of a fundamental software reliability model. IEEE Transactions on Reliability, 39(2): 177-183, Jun. 1990.
    • (1990) IEEE Transactions on Reliability , vol.39 , Issue.2 , pp. 177-183
    • Csenki, A.1
  • 9
    • 0002914776 scopus 로고    scopus 로고
    • Software reliability modeling survey
    • M. R. Lyu, editor, chapter 3, McGraw-Hill
    • W. Farr. Software reliability modeling survey. In M. R. Lyu, editor, Handbook of software reliability engineering, chapter 3, pages 71-117. McGraw-Hill, 1996.
    • (1996) Handbook of software reliability engineering , pp. 71-117
    • Farr, W.1
  • 10
    • 0031702473 scopus 로고    scopus 로고
    • Analysis of preventive maintenance in transactions based software systems
    • S. Garg, A. Puliafito, M. Telek, and K. Trivedi. Analysis of preventive maintenance in transactions based software systems. IEEE Trans. Comput., 47(1):96-107, 1998.
    • (1998) IEEE Trans. Comput , vol.47 , Issue.1 , pp. 96-107
    • Garg, S.1    Puliafito, A.2    Telek, M.3    Trivedi, K.4
  • 15
    • 0012584444 scopus 로고    scopus 로고
    • IBM's perspective on the state of information technology, Oct
    • P. Horn. Autonomic computing: IBM's perspective on the state of information technology, Oct. 2001.
    • (2001) Autonomic computing
    • Horn, P.1
  • 17
    • 34548780248 scopus 로고
    • PhD thesis, Department of Electrical and Computer Engineering, Carnegie-Mellon University, Pittsburgh, PA, Apr
    • T.-T. Y. Lin. Design and evaluation of an on-line predictive diagnostic system. PhD thesis, Department of Electrical and Computer Engineering, Carnegie-Mellon University, Pittsburgh, PA, Apr. 1988.
    • (1988) Design and evaluation of an on-line predictive diagnostic system
    • Lin, T.-T.Y.1
  • 18
    • 0025502686 scopus 로고
    • Error log analysis: Statistical modeling and heuristic trend analysis
    • Oct
    • T.-T. Y. Lin and D. P. Siewiorek. Error log analysis: statistical modeling and heuristic trend analysis. IEEE Transactions on Reliability, 39(4):419-432, Oct. 1990.
    • (1990) IEEE Transactions on Reliability , vol.39 , Issue.4 , pp. 419-432
    • Lin, T.-T.Y.1    Siewiorek, D.P.2
  • 19
    • 33645400412 scopus 로고    scopus 로고
    • Trust-worthy computing
    • Technical report, Microsoft Corp, Oct
    • C. Mundie, P. de Vries, P. Haynes, and M. Corwine. Trust-worthy computing. Technical report, Microsoft Corp., Oct. 2002.
    • (2002)
    • Mundie, C.1    de Vries, P.2    Haynes, P.3    Corwine, M.4
  • 20
  • 21
    • 47249097319 scopus 로고    scopus 로고
    • D. of Defense. MIL-HDBK-217F Reliability Prediction of Electronic Equipment. Washington D.C., 1990.
    • D. of Defense. MIL-HDBK-217F Reliability Prediction of Electronic Equipment. Washington D.C., 1990.
  • 22
    • 0036890606 scopus 로고    scopus 로고
    • A nonparametric non-stationary procedure for failure prediction
    • Dec
    • J. Pfefferman and B. Cernuschi-Frias. A nonparametric non-stationary procedure for failure prediction. IEEE Transactions on Reliability, 51(4):434-442, Dec. 2002.
    • (2002) IEEE Transactions on Reliability , vol.51 , Issue.4 , pp. 434-442
    • Pfefferman, J.1    Cernuschi-Frias, B.2
  • 23
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Feb
    • L. R. Rabiner. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE, 77(2):257-286, Feb. 1989.
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 25
    • 47249100492 scopus 로고    scopus 로고
    • F. Salfner. Modeling event-driven time series with generalized hidden semi-Markov models. Technical Report 208, Department of Computer Science, Humboldt-Universität zu Berlin, Germany, 2006. Available at http://edoc.hu-berlin.de/docviews/abstract.php?id=27653.
    • F. Salfner. Modeling event-driven time series with generalized hidden semi-Markov models. Technical Report 208, Department of Computer Science, Humboldt-Universität zu Berlin, Germany, 2006. Available at http://edoc.hu-berlin.de/docviews/abstract.php?id=27653.
  • 34
    • 33847141517 scopus 로고    scopus 로고
    • Timeweaver: A genetic algorithm for identifying predictive patterns in sequences of events
    • San Francisco, CA, Morgan Kaufmann
    • G. Weiss. Timeweaver: A genetic algorithm for identifying predictive patterns in sequences of events. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 718-725, San Francisco, CA, 1999. Morgan Kaufmann.
    • (1999) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 718-725
    • Weiss, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.