메뉴 건너뛰기




Volumn 15, Issue 3, 2007, Pages 328-353

Suggestions of efficient self-similar generators

Author keywords

Communication network; Complexity; Hurst parameter; Self similar generator; Self similar process; Sequential simulation

Indexed keywords

COMPUTER SIMULATION; GRID COMPUTING; INTERNET; PACKET LOSS; STATISTICAL METHODS; TELECOMMUNICATION TRAFFIC;

EID: 33947732675     PISSN: 1569190X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.simpat.2006.10.002     Document Type: Article
Times cited : (7)

References (61)
  • 1
    • 6944226924 scopus 로고    scopus 로고
    • Long-range dependence: ten years of internet traffic modelling
    • Karagiannis T., Molle M., and Faloutsos M. Long-range dependence: ten years of internet traffic modelling. IEEE Internet Computing 8 5 (2004) 57-64
    • (2004) IEEE Internet Computing , vol.8 , Issue.5 , pp. 57-64
    • Karagiannis, T.1    Molle, M.2    Faloutsos, M.3
  • 3
    • 0031078972 scopus 로고    scopus 로고
    • Self-similarity through high-variability: statistical analysis of ethernet LAN traffic at the source level
    • Willinger W., Taqqu M., Sherman R., and Wilson D. Self-similarity through high-variability: statistical analysis of ethernet LAN traffic at the source level. IEEE ACM Transactions on Networking 5 1 (1997) 71-86
    • (1997) IEEE ACM Transactions on Networking , vol.5 , Issue.1 , pp. 71-86
    • Willinger, W.1    Taqqu, M.2    Sherman, R.3    Wilson, D.4
  • 4
    • 1042300523 scopus 로고    scopus 로고
    • The pseudo-self-similar traffic model: application and validation
    • Khayari R.E.A., Sadre R., Haverkort B.R., and Ost A. The pseudo-self-similar traffic model: application and validation. Performance Evaluation 56 1-4 (2004) 3-22
    • (2004) Performance Evaluation , vol.56 , Issue.1-4 , pp. 3-22
    • Khayari, R.E.A.1    Sadre, R.2    Haverkort, B.R.3    Ost, A.4
  • 6
    • 0030258119 scopus 로고    scopus 로고
    • On a Markov modulated chain exhibiting self-similarities over finite timescale
    • Robert S., and LeBoudec J.-Y. On a Markov modulated chain exhibiting self-similarities over finite timescale. Performance Evaluation 27-28 (1996) 159-173
    • (1996) Performance Evaluation , vol.27-28 , pp. 159-173
    • Robert, S.1    LeBoudec, J.-Y.2
  • 7
    • 0031185405 scopus 로고    scopus 로고
    • New models for pseudo self-similar traffic
    • Robert S., and LeBoudec J.-Y. New models for pseudo self-similar traffic. Performance Evaluation 30 1-2 (1997) 57-68
    • (1997) Performance Evaluation , vol.30 , Issue.1-2 , pp. 57-68
    • Robert, S.1    LeBoudec, J.-Y.2
  • 8
    • 0031336869 scopus 로고    scopus 로고
    • A. Andersen, B. Nielsen, An application of superpositions of two-state Markovian sources to the modelling of self-similar behaviour, in: Proceedings of IEEE INFOCOM'97, Kobe, Japan, 1997, pp. 196-204.
  • 9
    • 0001317101 scopus 로고
    • Estimation and simulation of fractal stochastic point processes
    • Lowen S., and Teich M. Estimation and simulation of fractal stochastic point processes. Fractals 3 1 (1995) 183-210
    • (1995) Fractals , vol.3 , Issue.1 , pp. 183-210
    • Lowen, S.1    Teich, M.2
  • 10
    • 0029773499 scopus 로고    scopus 로고
    • B. Ryu, S. Lowen, Point process approaches to the modeling and analysis of self-similar traffic - Part i: model construction, in: Proceedings of IEEE INFOCOM'96, San Francisco, CA, 1996, pp. 1468-1475.
  • 11
    • 0000342798 scopus 로고    scopus 로고
    • Point process models for self-similar network traffic, with applications
    • Ryu B., and Lowen S. Point process models for self-similar network traffic, with applications. Communications in Statistics-Stochastic Models 14 3 (1998) 735-761
    • (1998) Communications in Statistics-Stochastic Models , vol.14 , Issue.3 , pp. 735-761
    • Ryu, B.1    Lowen, S.2
  • 12
    • 33947729866 scopus 로고    scopus 로고
    • B. Ryu, Fractal Network Traffic: from Understanding to Implications, Ph.D. thesis, Graduate School of Arts and Sciences, Columbia University, 1996.
  • 13
    • 0002690876 scopus 로고
    • Long-run linearity, locally gaussian processes, H-spectra and infinite variances
    • Mandelbrot B. Long-run linearity, locally gaussian processes, H-spectra and infinite variances. International Economic Review 10 (1969) 82-113
    • (1969) International Economic Review , vol.10 , pp. 82-113
    • Mandelbrot, B.1
  • 14
    • 0001832102 scopus 로고
    • Using renewal processes to generate long-range dependence and high variability
    • Taqqu M., and Levy J. Using renewal processes to generate long-range dependence and high variability. Dependence in Probability and Statistics 11 (1986) 73-89
    • (1986) Dependence in Probability and Statistics , vol.11 , pp. 73-89
    • Taqqu, M.1    Levy, J.2
  • 16
    • 0002810030 scopus 로고
    • Long-range dependence: a review
    • David H.A., and David H.T. (Eds), Iowa State Statistical Library, The Iowa State University Press
    • Cox D. Long-range dependence: a review. In: David H.A., and David H.T. (Eds). Statistics: An Appraisal (1984), Iowa State Statistical Library, The Iowa State University Press 55-74
    • (1984) Statistics: An Appraisal , pp. 55-74
    • Cox, D.1
  • 17
    • 0033908313 scopus 로고    scopus 로고
    • A pareto-modulated poisson process (PMPP) model for long-range dependent traffic
    • Le-Ngoc T., and Subramanian S. A pareto-modulated poisson process (PMPP) model for long-range dependent traffic. Computer Communications 23 (2000) 123-132
    • (2000) Computer Communications , vol.23 , pp. 123-132
    • Le-Ngoc, T.1    Subramanian, S.2
  • 18
    • 0031638029 scopus 로고    scopus 로고
    • T. Taralp, M. Devetsikiotis, I. Lambadaris, A. Bose, Efficient fractional Gaussian noise generation using the spatial renewal process, in: Proceedings of IEEE International Conference on Communications (ICC'98), Atlanta, GA, USA, 1998, pp. 7-11.
  • 19
    • 0000743923 scopus 로고
    • Long memory relationships and the aggregation of dynamic models
    • Granger C. Long memory relationships and the aggregation of dynamic models. Journal of Econometrics 14 (1980) 227-238
    • (1980) Journal of Econometrics , vol.14 , pp. 227-238
    • Granger, C.1
  • 20
    • 0031246030 scopus 로고    scopus 로고
    • Fast, approximate synthesis of fractional gaussian noise for generating self-similar network traffic
    • Paxson V. Fast, approximate synthesis of fractional gaussian noise for generating self-similar network traffic. Computer Communication Review, ACM SIGCOMM 27 5 (1997) 5-18
    • (1997) Computer Communication Review, ACM SIGCOMM , vol.27 , Issue.5 , pp. 5-18
    • Paxson, V.1
  • 21
    • 0021638982 scopus 로고
    • Modeling persistence in hydrological time series using fractional differencing
    • Hosking J. Modeling persistence in hydrological time series using fractional differencing. Water Resources Research 20 12 (1984) 1898-1908
    • (1984) Water Resources Research , vol.20 , Issue.12 , pp. 1898-1908
    • Hosking, J.1
  • 22
    • 0031377351 scopus 로고    scopus 로고
    • A. Erramilli, P. Pruthi, W. Willinger, Fast and physically-based generation of self-similar network traffic with applications to ATM performance evaluation, in: S. Andradottir, K.J. Healy, D.H. Withers, B.L. Nelson (Eds.), Proceedings of the 1997 Winter Simulation Conference, Atlanta, Georgia, 1997, pp. 997-1004.
  • 25
    • 0031645378 scopus 로고    scopus 로고
    • E. Costamagna, L. Favalli, P. Gamba, G. Iacovoni, A simple model for VBR video traffic based on chaotic maps: validation through evaluation of ATM multiplexers QoS parameters, in: Proceedings of IEEE International Conference on Communications (ICC'98), Atlanta, GA, USA, 1998, pp. S16_6.1-S16_6.5.
  • 26
    • 0344148782 scopus 로고    scopus 로고
    • H.-D. Jeong, D. McNickle, K. Pawlikowski, Fast self-similar teletraffic generation based on FGN and wavelets, in: Proceedings of the IEEE International Conference on Networks, ICON'99, Brisbane, Australia, 1999, pp. 75-82.
  • 27
    • 15544382877 scopus 로고    scopus 로고
    • Distributed steady-state simulation of telecommunication networks with self-similar teletraffic
    • Jeong H.-D., Lee J.-S., McNickle D., and Pawlikowski K. Distributed steady-state simulation of telecommunication networks with self-similar teletraffic. Simulation Practice and Theory 13 3 (2005) 233-256
    • (2005) Simulation Practice and Theory , vol.13 , Issue.3 , pp. 233-256
    • Jeong, H.-D.1    Lee, J.-S.2    McNickle, D.3    Pawlikowski, K.4
  • 28
    • 0029224598 scopus 로고    scopus 로고
    • W.-C. Lau, A. Erramilli, J. Wang, W. Willinger, Self-similar traffic generation: the random midpoint displacement algorithm and its properties, in: Proceedings of IEEE International Conference on Communications (ICC'95), Seattle, WA, 1995, pp. 466-472.
  • 30
    • 33947713863 scopus 로고    scopus 로고
    • H.-D. Jeong, D. McNickle, K. Pawlikowski, A comparative study of three self-similar teletraffic generators, in: Proceedings of 13th European Simulation Multiconference, ESM'99, vol. 1, Warsaw, Poland, 1999, pp. 356-362.
  • 31
    • 33947725484 scopus 로고    scopus 로고
    • H.-D. Jeong, Modelling of Self-Similar Teletraffic for Simulation, Ph.D. thesis, Department of Computer Science, University of Canterbury, 2002.
  • 32
    • 0342824351 scopus 로고
    • An Introduction to Probability Theory and Its Applications
    • John Wiley & Sons, Inc., New York
    • Feller W. An Introduction to Probability Theory and Its Applications. Third edition I (1968), John Wiley & Sons, Inc., New York
    • (1968) Third edition , vol.I
    • Feller, W.1
  • 33
    • 0031336241 scopus 로고    scopus 로고
    • M. Parulekar, A. Makowski, M/G/∞ input processes: a versatile class of models for network traffic, in: Proceedings of IEEE INFOCOM'97, Kobe, Japan, 1997, pp. 419-426.
  • 34
    • 85143178212 scopus 로고    scopus 로고
    • N. Likhanov, B. Tsybakov, N. Georganas, Analysis of an ATM buffer with self-similar ("fractal") input traffic, in: Proceedings of IEEE INFOCOM'95, Boston, Massachusetts, 1995, pp. 985-992.
  • 35
    • 0001001934 scopus 로고
    • Subexponential distributions and integrated tails
    • Klüppelberg C. Subexponential distributions and integrated tails. Journal of Applied Probability 25 (1988) 132-141
    • (1988) Journal of Applied Probability , vol.25 , pp. 132-141
    • Klüppelberg, C.1
  • 36
    • 33947722768 scopus 로고    scopus 로고
    • P. Jelenković, The Effect of Multiple Time Scales and Subexponentiality on the Behavior of a Broadband Network Multiplexer, Ph.D. thesis, Graduate School of Arts and Sciences, Columbia University, 1996.
  • 37
    • 33947726442 scopus 로고    scopus 로고
    • H. Leroux, M. Hassan, R. Egudo, Are inter-arrival times of internet traffic also self-similar?, in: Proceedings of IEEE International Conference on Telecommunications (ICT'99), vol. 1, Cheju, South Korea, 1999, pp. 549-553.
  • 38
    • 0029323403 scopus 로고
    • Wide-area traffic: the failure of poisson modeling
    • Paxson V., and Floyd S. Wide-area traffic: the failure of poisson modeling. IEEE ACM Transactions on Networking 3 3 (1995) 226-244
    • (1995) IEEE ACM Transactions on Networking , vol.3 , Issue.3 , pp. 226-244
    • Paxson, V.1    Floyd, S.2
  • 40
    • 0002974997 scopus 로고    scopus 로고
    • Synthesis of fractional Gaussian noise using linear approximation for generating self-similar network traffic
    • Ledesma S., and Liu D. Synthesis of fractional Gaussian noise using linear approximation for generating self-similar network traffic. Computer Communication Review, ACM SIGCOMM 30 2 (2000) 4-17
    • (2000) Computer Communication Review, ACM SIGCOMM , vol.30 , Issue.2 , pp. 4-17
    • Ledesma, S.1    Liu, D.2
  • 42
    • 84972520545 scopus 로고
    • Statistical methods for data with long range dependence
    • Beran J. Statistical methods for data with long range dependence. Statistical Science 7 4 (1992) 404-427
    • (1992) Statistical Science , vol.7 , Issue.4 , pp. 404-427
    • Beran, J.1
  • 43
    • 0037927815 scopus 로고
    • Resolving time-series structure with a controlled wavelet transform
    • Schiff S. Resolving time-series structure with a controlled wavelet transform. Optical Engineering 31 11 (1992) 2492-2495
    • (1992) Optical Engineering , vol.31 , Issue.11 , pp. 2492-2495
    • Schiff, S.1
  • 47
    • 77956890381 scopus 로고
    • Fractional dfferencing
    • Hosking J. Fractional dfferencing. Biometrika 68 1 (1981) 165-176
    • (1981) Biometrika , vol.68 , Issue.1 , pp. 165-176
    • Hosking, J.1
  • 50
    • 0032655830 scopus 로고    scopus 로고
    • V. Ribeiro, R. Riedi, M. Crouse, R. Baraniuk, Simulation of nonGaussian long-range-dependent traffic using wavelets, in: Performance Evaluation Review, Proceedings of ACM SIGMETRICS'99, vol. 27(1), 1999, pp. 1-12.
  • 52
    • 33947724363 scopus 로고    scopus 로고
    • D. Veitch, J.-A. Bäckar, J. Wall, J. Yates, M. Roughan, On-line generation of fractal and multifractal traffic, in: The PAM2000 Passive and Active Measurement Workshop, Hamilton, New Zealand, 2000.
  • 54
    • 0032274417 scopus 로고    scopus 로고
    • M. Roughan, D. Veitch, P. Abry, On-line estimation of the parameters of long-range dependence, in: Proceedings of GLOBECOM'98, Sydney, Australia, 1998, pp. 3716-3721.
  • 55
    • 33947728295 scopus 로고    scopus 로고
    • M. Wickerhauser, Adapted Wavelet Analysis from Theory to Software, A.K. Peters, Ltd., Wellesley, Massachusetts, 1994.+++.
  • 56
    • 0026628466 scopus 로고
    • Wavelet analysis and synthesis of fractional Brownian motion
    • Flandrin P. Wavelet analysis and synthesis of fractional Brownian motion. IEEE Transactions on Information Theory 38 2 (1992) 910-917
    • (1992) IEEE Transactions on Information Theory , vol.38 , Issue.2 , pp. 910-917
    • Flandrin, P.1
  • 57
    • 0027885129 scopus 로고
    • Fractal estimation from noisy data via discrete fractional Gaussian noise (DFGN) and the Haar Basis
    • Kaplan L., and Kuo C.-C. Fractal estimation from noisy data via discrete fractional Gaussian noise (DFGN) and the Haar Basis. IEEE Transactions on Signal Processing 41 12 (1993) 3554-3562
    • (1993) IEEE Transactions on Signal Processing , vol.41 , Issue.12 , pp. 3554-3562
    • Kaplan, L.1    Kuo, C.-C.2
  • 58
  • 59
    • 8344272005 scopus 로고    scopus 로고
    • J. Cao, W.S. Cleveland, Y. Gao, K. Jeffay, F.D. Smith, M. Weigle, Stochastic models for generating synthetic HTTP source traffic, in: Proceedings of IEEE INFOCOM'2004, Hong Kong, 2004, pp. 1547-1558.
  • 60
    • 33947723008 scopus 로고    scopus 로고
    • J. Wallerich, Design and Implementation of a WWW Workload Generator for the NS-2 Network Simulator, 2006. .


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.