메뉴 건너뛰기




Volumn 5, Issue 1, 1997, Pages 71-86

Self-similarity through high-variability: Statistical analysis of Ethernet LAN traffic at the source level

Author keywords

Fractional Gaussian noise; Infinite variance; LAN traffic measurements; Long range dependence; Packet train model; Self similarity

Indexed keywords

CORRELATION THEORY; MATHEMATICAL MODELS; NETWORK PROTOCOLS; PACKET NETWORKS; REAL TIME SYSTEMS; SPURIOUS SIGNAL NOISE; STATISTICAL METHODS; TELECOMMUNICATION TRAFFIC;

EID: 0031078972     PISSN: 10636692     EISSN: None     Source Type: Journal    
DOI: 10.1109/90.554723     Document Type: Article
Times cited : (1124)

References (54)
  • 4
    • 0004291893 scopus 로고
    • London, U.K.: Methuen & Co.
    • D. R. Cox, Renewal Theory. London, U.K.: Methuen & Co., 1967.
    • (1967) Renewal Theory
    • Cox, D.R.1
  • 5
    • 0002810030 scopus 로고
    • Long-range dependence: A review
    • H.A. David and H.T. David, Eds. Ames, IA: Iowa State University Press
    • _, "Long-range dependence: a review," in Statistics: An Appraisal, H.A. David and H.T. David, Eds. Ames, IA: Iowa State University Press, 1984, pp. 55-74.
    • (1984) Statistics: An Appraisal , pp. 55-74
  • 9
    • 84971179977 scopus 로고
    • Large deviations and overflow probabilities for the general single-server queue, with applications
    • N. G. Duffield and N. O'Connell, "Large deviations and overflow probabilities for the general single-server queue, with applications," in Math, Proc. Cambridge Philos. Soc., 1995, pp. 363-375.
    • (1995) Math, Proc. Cambridge Philos. Soc. , pp. 363-375
    • Duffield, N.G.1    O'Connell, N.2
  • 10
    • 0027612182 scopus 로고
    • Effective bandwidths of general Markovian sources and admission control of high speed networks
    • A. I. Elwalid and D. Mitra, "Effective bandwidths of general Markovian sources and admission control of high speed networks," IEEE/ACM Trans. Networking, vol. 1, pp. 329-343, 1993.
    • (1993) IEEE/ACM Trans. Networking , vol.1 , pp. 329-343
    • Elwalid, A.I.1    Mitra, D.2
  • 11
    • 0028485511 scopus 로고
    • Mbone: The multicast backbone
    • H. Eriksson, "Mbone: the multicast backbone," Commun. ACM, vol. 37, pp. 54-60, 1994.
    • (1994) Commun. ACM , vol.37 , pp. 54-60
    • Eriksson, H.1
  • 12
    • 0030126911 scopus 로고    scopus 로고
    • Experimental queueing analysis with long-range dependent traffic
    • A. Erramilli, O. Narayan, and W. Willinger, "Experimental queueing analysis with long-range dependent traffic," IEEE/ACM Trans. Networking, vol. 4, pp. 209-223, 1996.
    • (1996) IEEE/ACM Trans. Networking , vol.4 , pp. 209-223
    • Erramilli, A.1    Narayan, O.2    Willinger, W.3
  • 15
    • 0025489610 scopus 로고
    • A measurement study of diskless workstation traffic on an Ethernet
    • _, "A measurement study of diskless workstation traffic on an Ethernet," IEEE Trans. Commun., vol. 38, pp. 1557-1568, 1990.
    • (1990) IEEE Trans. Commun. , vol.38 , pp. 1557-1568
  • 16
    • 0026106462 scopus 로고
    • Characterizing the variability of arrival processes with indexes of dispersion
    • _, "Characterizing the variability of arrival processes with indexes of dispersion," IEEE J. Select. Areas Commun., vol. 9, pp. 203-211, 1991.
    • (1991) IEEE J. Select. Areas Commun. , vol.9 , pp. 203-211
  • 18
    • 0001263124 scopus 로고
    • A simple general approach to inference about the tail of a distribution
    • B. M. Hill, "A simple general approach to inference about the tail of a distribution," Ann. Statistics, vol. 3, pp. 1163-1174, 1975.
    • (1975) Ann. Statistics , vol.3 , pp. 1163-1174
    • Hill, B.M.1
  • 19
    • 0022776461 scopus 로고
    • Packet trains: Measurements and a new model for computer network traffic
    • R. Jain and S. A. Routhier, "Packet trains: measurements and a new model for computer network traffic," IEEE J. Select. Areas Commun., vol. 4, pp. 986-995, 1986.
    • (1986) IEEE J. Select. Areas Commun. , vol.4 , pp. 986-995
    • Jain, R.1    Routhier, S.A.2
  • 20
    • 85016910278 scopus 로고
    • A measurement-based admission control algorithm for integrated services packet networks
    • S. Jamin, P. B. Danzig, S. Shenker, and L. Zhang, "A measurement-based admission control algorithm for integrated services packet networks," ACM/SIGCOMM Comput. Commun. Rev., vol. 25, pp. 2-13, 1995.
    • (1995) ACM/SIGCOMM Comput. Commun. Rev. , vol.25 , pp. 2-13
    • Jamin, S.1    Danzig, P.B.2    Shenker, S.3    Zhang, L.4
  • 25
    • 0001325574 scopus 로고    scopus 로고
    • Limit theorems for workload input models
    • F. P. Kelly, S. Zachary, and I. Ziedins, Eds. Oxford, U.K.: Oxford Univ. Press
    • T. G. Kurtz, "Limit theorems for workload input models," in Stochastic Networks: Theory and Applications, F. P. Kelly, S. Zachary, and I. Ziedins, Eds. Oxford, U.K.: Oxford Univ. Press, 1996.
    • (1996) Stochastic Networks: Theory and Applications
    • Kurtz, T.G.1
  • 26
    • 33747797531 scopus 로고
    • UNIX Process Behavior and Load balancing among loosely-coupled computers
    • O. J. Boxma, J. W. Cohen, and H. C. Tijms, Eds. Amsterdam, The Netherlands: Elsevier
    • W. E. Leland and T. J. Ott, "UNIX Process Behavior and Load balancing among loosely-coupled computers," in Teletraffic Analysis and Computer Performance Evaluation, O. J. Boxma, J. W. Cohen, and H. C. Tijms, Eds. Amsterdam, The Netherlands: Elsevier, 1986, pp. 191-208.
    • (1986) Teletraffic Analysis and Computer Performance Evaluation , pp. 191-208
    • Leland, W.E.1    Ott, T.J.2
  • 29
    • 24544459442 scopus 로고
    • Fractal renewal processes generate 1/f noise
    • S. B. Lowen and M. C. Teich, "Fractal renewal processes generate 1/f noise," Physical Rev. E, vol. 47, pp. 992-1001, 1993.
    • (1993) Physical Rev. E , vol.47 , pp. 992-1001
    • Lowen, S.B.1    Teich, M.C.2
  • 30
    • 84937652446 scopus 로고
    • Self-similar error clusters in communication systems and the concept of conditional stationarity
    • B. B. Mandelbrot, "Self-similar error clusters in communication systems and the concept of conditional stationarity," IEEE Trans. Commun. Technol., vol. 13, pp. 71-90, 1965.
    • (1965) IEEE Trans. Commun. Technol. , vol.13 , pp. 71-90
    • Mandelbrot, B.B.1
  • 31
    • 0002690876 scopus 로고
    • Long-run linearity, locally Gaussian processes, H-spectra and infinite variances
    • B. B. Mandelbrot, "Long-run linearity, locally Gaussian processes, H-spectra and infinite variances," Int. Economic Rev., vol. 10, pp. 82-113, 1969.
    • (1969) Int. Economic Rev. , vol.10 , pp. 82-113
    • Mandelbrot, B.B.1
  • 33
    • 84892435708 scopus 로고
    • Some long-run properties of geophysical records
    • B. B. Mandelbrot and J. R. Wallis, "Some long-run properties of geophysical records," Water Resources Res., vol. 5, pp. 321-340, 1969.
    • (1969) Water Resources Res. , vol.5 , pp. 321-340
    • Mandelbrot, B.B.1    Wallis, J.R.2
  • 35
    • 21344482808 scopus 로고
    • A storage model with self-similar input
    • I. Norros, "A storage model with self-similar input," Queueing Syst., vol. 16, pp. 387-396, 1994.
    • (1994) Queueing Syst. , vol.16 , pp. 387-396
    • Norros, I.1
  • 36
    • 0001833806 scopus 로고
    • Growth trends in wide-area TCP connections
    • V. Paxson, "Growth trends in wide-area TCP connections," IEEE Network, vol. 8, pp. 8-17, 1994.
    • (1994) IEEE Network , vol.8 , pp. 8-17
    • Paxson, V.1
  • 37
    • 85013350011 scopus 로고    scopus 로고
    • Wide-area traffic: The failure of poisson modeling
    • V. Paxson and S. Floyd, "Wide-area traffic: The failure of poisson modeling," in Proc. ACM/SIGCOMM'94, pp. 257-268.
    • Proc. ACM/SIGCOMM'94 , pp. 257-268
    • Paxson, V.1    Floyd, S.2
  • 38
    • 0029323403 scopus 로고
    • Wide-area traffic: The failure of Poisson modeling
    • _, "Wide-area traffic: the failure of Poisson modeling," IEEE/ACM Trans. Networking, vol. 3, pp. 226-244, 1995.
    • (1995) IEEE/ACM Trans. Networking , vol.3 , pp. 226-244
  • 39
    • 0029231415 scopus 로고
    • Heavy-tailed on/off source behavior and self-similar traffic
    • Seattle, WA
    • P. Pruthi and A. Erramilli, "Heavy-tailed on/off source behavior and self-similar traffic," in Proc. ICC '95, Seattle, WA, 1995, pp. 445-450.
    • (1995) Proc. ICC '95 , pp. 445-450
    • Pruthi, P.1    Erramilli, A.2
  • 43
    • 0002026797 scopus 로고
    • XGobi: Interactive dynamic graphics in the X window system with a link to S
    • D. F. Swayne, D. Cook, and A. Buja, "XGobi: interactive dynamic graphics in the X window system with a link to S," in 1991 Proc. Statistical Graphics, 1991, pp. 1-8.
    • (1991) 1991 Proc. Statistical Graphics , pp. 1-8
    • Swayne, D.F.1    Cook, D.2    Buja, A.3
  • 44
    • 0000889178 scopus 로고
    • A bibliographical guide to self-similar processes and long-range dependence
    • E. Eberlein and M. S. Taqqu, Eds. Boston, MA: Birkhäuser
    • M. S. Taqqu, "A bibliographical guide to self-similar processes and long-range dependence," in Dependence in Probability and Statistics, E. Eberlein and M. S. Taqqu, Eds. Boston, MA: Birkhäuser, 1986, pp. 137-162.
    • (1986) Dependence in Probability and Statistics , pp. 137-162
    • Taqqu, M.S.1
  • 45
  • 46
    • 0001832102 scopus 로고
    • Using renewal processes to generate long-range dependence and high variability
    • E. Eberlein and M. S. Taqqu, Eds. Boston, MA: Birkhäuser
    • M. S. Taqqu and J. Levy, "Using renewal processes to generate long-range dependence and high variability," in Dependence in Probability and Statistics, E. Eberlein and M. S. Taqqu, Eds. Boston, MA: Birkhäuser, 1986, pp. 73-89.
    • (1986) Dependence in Probability and Statistics , pp. 73-89
    • Taqqu, M.S.1    Levy, J.2
  • 47
  • 48
    • 0000423678 scopus 로고
    • Renewal theorems when the first or the second moment is infinite
    • J. L. Teugels, "Renewal theorems when the first or the second moment is infinite," The Annal. Math. Statistics, vol. 39, pp. 1210-1219, 1968.
    • (1968) The Annal. Math. Statistics , vol.39 , pp. 1210-1219
    • Teugels, J.L.1
  • 50
    • 0039043105 scopus 로고
    • Strips displaying empirical distributions: I. textured dot strips
    • J. W. Tukey and P. A. Tukey, "Strips displaying empirical distributions: I. textured dot strips," Bellcore Tech. Memo., 1990.
    • (1990) Bellcore Tech. Memo.
    • Tukey, J.W.1    Tukey, P.A.2
  • 51
    • 84972521562 scopus 로고
    • Self-similarity in high-speed packet traffic: Analysis and modeling of Ethernet traffic measurements
    • W. Willinger, M. S. Taqqu, W. E. Leland, and V. Wilson, "Self-similarity in high-speed packet traffic: analysis and modeling of Ethernet traffic measurements," Statistical Sci., vol. 10, pp. 67-85, 1995.
    • (1995) Statistical Sci. , vol.10 , pp. 67-85
    • Willinger, W.1    Taqqu, M.S.2    Leland, W.E.3    Wilson, V.4
  • 52
    • 85013592037 scopus 로고
    • Self-similarity through high-variability: Statistical analysis of Ethernet LAN traffic at the source level
    • W. Willinger, M. S. Taqqu, R. Sherman, and D. V. Wilson, "Self-similarity through high-variability: statistical analysis of Ethernet LAN traffic at the source level," Computer Commun. Rev., vol. 25, pp. 100-113, 1995.
    • (1995) Computer Commun. Rev. , vol.25 , pp. 100-113
    • Willinger, W.1    Taqqu, M.S.2    Sherman, R.3    Wilson, D.V.4
  • 53
    • 0000484483 scopus 로고    scopus 로고
    • A bibliographical guide to self-similar traffic and performance modeling for modern high-speed networks
    • F. P. Kelly, S. Zachary and I. Ziedins, Eds. Oxford, U.K.: Oxford Univ. Press
    • W. Willinger, M. S. Taqqu, and A. Erramilli, "A bibliographical guide to self-similar traffic and performance modeling for modern high-speed networks," in Stochastic Networks: Theory and Applications, F. P. Kelly, S. Zachary and I. Ziedins, Eds. Oxford, U.K.: Oxford Univ. Press, 1996.
    • (1996) Stochastic Networks: Theory and Applications
    • Willinger, W.1    Taqqu, M.S.2    Erramilli, A.3
  • 54
    • 33747750429 scopus 로고    scopus 로고
    • Proof of a fundamental result in self-similar traffic modeling
    • to appear
    • W. Willinger, M. S. Taqqu, and R. Sherman, "Proof of a fundamental result in self-similar traffic modeling," Computer Commun. Rev., to appear.
    • Computer Commun. Rev.
    • Willinger, W.1    Taqqu, M.S.2    Sherman, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.