메뉴 건너뛰기




Volumn , Issue , 2004, Pages 30-39

Recovering latent time-series from their observed sums: Network tomography with particle filters

Author keywords

Empirical Bayes; Informative Priors; Link Loads; MCMC; Origin Destination Traffic Flows; Particle Filter; Self organizing Bayesian Dynamical System

Indexed keywords

EMPIRICAL BAYES; INFORMATIVE PRIORS; LINK LOADS; MCMC; ORIGIN-DESTINATION TRAFFIC FLOWS; PARTICLE FILTER; SELF-ORGANIZING BAYESIAN DYNAMICAL SYSTEM;

EID: 12244295758     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (25)
  • 1
    • 12244263297 scopus 로고    scopus 로고
    • Advances in network tomography
    • Carnegie Mellon University
    • E. M. Airoldi. Advances in network tomography. Technical Report CMU-CALD-03-101, Carnegie Mellon University, 2003.
    • (2003) Technical Report , vol.CMU-CALD-03-101
    • Airoldi, E.M.1
  • 2
    • 12244280626 scopus 로고    scopus 로고
    • Recovering latent time-series from their observed sums
    • Carnegie Mellon University
    • E. M. Airoldi and C. Faloutsos. Recovering Latent Time-Series from their Observed Sums. Technical Report CMU-CS-04-130, Carnegie Mellon University, 2004.
    • (2004) Technical Report , vol.CMU-CS-04-130
    • Airoldi, E.M.1    Faloutsos, C.2
  • 4
    • 0035789678 scopus 로고    scopus 로고
    • The DGX distribution for mining massive, skewed data
    • Z. Bi, C. Faloutsos, and F. Korn. The DGX distribution for mining massive, skewed data. In Proceedings of ACM SIGKDD, pages 17-26, 2001.
    • (2001) Proceedings of ACM SIGKDD , pp. 17-26
    • Bi, Z.1    Faloutsos, C.2    Korn, F.3
  • 6
    • 12244295961 scopus 로고    scopus 로고
    • A scalable method for estimating network traffic matrices from link counts
    • Bell Labs
    • J. Cao, D. Davis, S. Van Der Viel, B. Yu, and Z. Zu. A scalable method for estimating network traffic matrices from link counts. Technical report, Bell Labs, 2001.
    • (2001) Technical Report
    • Cao, J.1    Davis, D.2    Van Der Viel, S.3    Yu, B.4    Zu, Z.5
  • 7
    • 12244280625 scopus 로고
    • The geometry of a × c contingency table
    • S. E. Fienberg. The geometry of an r × c contingency table. Annals of Mathematical Statistics, 39:1186-90, 1968.
    • (1968) Annals of Mathematical Statistics , vol.39 , pp. 1186-1190
    • Fienberg, S.E.1
  • 9
    • 0035648076 scopus 로고    scopus 로고
    • Following a moving target - Monte carlo inference for dynamic bayesian models
    • W. R. Gilks and C. Berzuini. Following a moving target - monte carlo inference for dynamic bayesian models. Journal of the Royal Statistical Society, Series B, 63:127-146, 2001.
    • (2001) Journal of the Royal Statistical Society, Series B , vol.63 , pp. 127-146
    • Gilks, W.R.1    Berzuini, C.2
  • 10
    • 12244255598 scopus 로고    scopus 로고
    • Self-organizing time series model
    • A. Doucet, N. de Freitas, and N. Gordon, editors. Springer-Verlag
    • T. Higuchi. Self-organizing time series model. In A. Doucet, N. de Freitas, and N. Gordon, editors, Sequential Monte Carlo Methods in Practice. Springer-Verlag, 2001.
    • (2001) Sequential Monte Carlo Methods in Practice
    • Higuchi, T.1
  • 11
    • 0042975069 scopus 로고    scopus 로고
    • Pseudo-likelihood estimations in network tomography
    • G. Liang and B. Yu. Pseudo-likelihood estimations in network tomography. In Proceedings of IEEE INFOCOM, 2003.
    • (2003) Proceedings of IEEE INFOCOM
    • Liang, G.1    Yu, B.2
  • 13
    • 0002654316 scopus 로고
    • An informational theory of the statistical structure of language
    • W. Jackson, editor. Butterworths
    • B. Mandelbrot. An informational theory of the statistical structure of language. In W. Jackson, editor, Communication Theory. Butterworths, 1953.
    • (1953) Communication Theory
    • Mandelbrot, B.1
  • 15
    • 0036927417 scopus 로고    scopus 로고
    • Accuracy vs. efficiency trade-offs in probabilistic diagnosis
    • I. Rish, M. Brodie, and S. Ma. Accuracy vs. efficiency trade-offs in probabilistic diagnosis. In Proceedings of AAAI, 2002.
    • (2002) Proceedings of AAAI
    • Rish, I.1    Brodie, M.2    Ma, S.3
  • 16
    • 4544231612 scopus 로고    scopus 로고
    • Real-time problem determination in distributed systems using active probing
    • To appear
    • I. Rish, M. Brodie, N. Odintsova, S. Ma, and G. Grabarnik. Real-time problem determination in distributed systems using active probing. To appear in NOMS, 2004.
    • (2004) NOMS
    • Rish, I.1    Brodie, M.2    Odintsova, N.3    Ma, S.4    Grabarnik, G.5
  • 19
    • 0003488440 scopus 로고
    • An em approach to od matrix estimation
    • Princeton University
    • R. J. Vanderbei and J. Iannone. An em approach to od matrix estimation. Technical Report SOR 94-04, Princeton University, 1994.
    • (1994) Technical Report , vol.SOR 94-04
    • Vanderbei, R.J.1    Iannone, J.2
  • 20
    • 0001073106 scopus 로고    scopus 로고
    • Network tomography: Estimating source-destination traffic intensities from link data
    • Y. Vardi. Network tomography: estimating source-destination traffic intensities from link data. Journal of the American Statistical Association, 91:365-377, 1996.
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 365-377
    • Vardi, Y.1
  • 22
    • 1642378633 scopus 로고    scopus 로고
    • Continuous-time hidden markov models for network performance evaluation
    • W. Wei, B. Wang, D. Towsley. Continuous-time Hidden Markov Models for Network Performance Evaluation. Performance Evaluation, 49:129-146, 2002.
    • (2002) Performance Evaluation , vol.49 , pp. 129-146
    • Wei, W.1    Wang, B.2    Towsley, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.