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Volumn 2005, Issue , 2005, Pages 343-349

Multi-scale network traffic prediction using k-factor Gegenbauer ARMA and MLP models

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONGESTION CONTROL (COMMUNICATION); FUZZY CONTROL; INTERNET; LINEAR PROGRAMMING; MATHEMATICAL MODELS; MULTILAYER NEURAL NETWORKS; PROBLEM SOLVING; TELECOMMUNICATION TRAFFIC;

EID: 33746551681     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AICCSA.2005.1387062     Document Type: Conference Paper
Times cited : (6)

References (23)
  • 1
    • 0003209840 scopus 로고
    • Integrated services in the internet architecture: An overview
    • June
    • R. Branden, D. Clark and S. Shenker, "Integrated Services in the Internet Architecture: An Overview", Internet RFC 1633, June 1994.
    • (1994) Internet RFC , vol.1633
    • Branden, R.1    Clark, D.2    Shenker, S.3
  • 4
    • 0002822048 scopus 로고    scopus 로고
    • Overview of measurement-based connection admission control methods in ATM networks
    • First Quarter
    • K. Shiomoto, N. Yamanaka, and T. Takahashi, "Overview of Measurement-Based Connection Admission Control Methods in ATM Networks", IEEE Communication Surveys, pp. 2-13, First Quarter 1999.
    • (1999) IEEE Communication Surveys , pp. 2-13
    • Shiomoto, K.1    Yamanaka, N.2    Takahashi, T.3
  • 5
    • 0003020508 scopus 로고    scopus 로고
    • Design of a fair bandwidth allocation policy for VBR traffic in ATM networks
    • April
    • K. Biswas and R. Izmailov, "Design of a Fair Bandwidth Allocation Policy for VBR Traffic in ATM Networks",IEEE/ACM Trans. on Networking, Vol. 8, No. 2, pp. 212-223, April 2000.
    • (2000) IEEE/ACM Trans. on Networking , vol.8 , Issue.2 , pp. 212-223
    • Biswas, K.1    Izmailov, R.2
  • 6
    • 0034830715 scopus 로고    scopus 로고
    • Available bit rate congestion control in ATM networks: Developing Explicit Rate Control Algorithms
    • February
    • O. Imer, S. Compans, T. Basar and R. Srikant, "Available Bit Rate Congestion Control in ATM Networks: Developing Explicit Rate Control Algorithms", IEEE Control System Magazine, Vol. 21, i.1, pp. 38-56, February 2001.
    • (2001) IEEE Control System Magazine , vol.21 , Issue.1 , pp. 38-56
    • Imer, O.1    Compans, S.2    Basar, T.3    Srikant, R.4
  • 7
    • 0034296104 scopus 로고    scopus 로고
    • Traffic modeling, prediction, and congestion control for high-speed networks: A fuzzy AR approach
    • October
    • B. Chen, S. Peng and K. Wang, " Traffic Modeling, Prediction, and Congestion Control for High-Speed Networks: A Fuzzy AR Approach" IEEE Trans. on Fuzzy Systems, Vol. 8, No. 5, pp. 491-508, October 2000.
    • (2000) IEEE Trans. on Fuzzy Systems , vol.8 , Issue.5 , pp. 491-508
    • Chen, B.1    Peng, S.2    Wang, K.3
  • 8
    • 0031191180 scopus 로고    scopus 로고
    • Traffic models in broadband networks
    • July
    • A. Adas, "Traffic Models in Broadband Networks", IEEE Communications Magazine, Vol. 35, No. 7, pp. 82-89. July 1997.
    • (1997) IEEE Communications Magazine , vol.35 , Issue.7 , pp. 82-89
    • Adas, A.1
  • 9
    • 84939061075 scopus 로고
    • Traffic modeling for telecommunications networks
    • March
    • V. S. Frost and B. Melamed, "Traffic Modeling for Telecommunications Networks", IEEE Communications Magazine, Vol. 32, i. 3, pp.70-81. March 1994.
    • (1994) IEEE Communications Magazine , vol.32 , Issue.3 , pp. 70-81
    • Frost, V.S.1    Melamed, B.2
  • 10
    • 0037099927 scopus 로고    scopus 로고
    • A predictability analysis of network traffic
    • A. Sang, and S. Li, "A Predictability Analysis of Network Traffic", Computer Networks, Vol. 39, pp. 329-345, 2002.
    • (2002) Computer Networks , vol.39 , pp. 329-345
    • Sang, A.1    Li, S.2
  • 11
    • 84857215560 scopus 로고    scopus 로고
    • ATM dynamic bandwidth allocation using F-ARIMA prediction model
    • Dallas, TX, Oct. 20-22
    • N. Sadek, A. Khotanzad and T. Chen, "ATM Dynamic Bandwidth Allocation Using F-ARIMA Prediction Model", In Proceedings of ICCCN'2003, Dallas, TX, pp. 359-363, Oct. 20-22, 2003.
    • (2003) Proceedings of ICCCN'2003 , pp. 359-363
    • Sadek, N.1    Khotanzad, A.2    Chen, T.3
  • 12
    • 0141683715 scopus 로고    scopus 로고
    • Multi-scale high-speed network traffic prediction using combination of neural networks
    • OR
    • A. Khotanzad, N. Sadek, "Multi-scale high-speed network traffic prediction using combination of neural networks", Proceedings of IJCNN'03, OR, 2003, vol. 2, pp. 1071-1075.
    • (2003) Proceedings of IJCNN'03 , vol.2 , pp. 1071-1075
    • Khotanzad, A.1    Sadek, N.2
  • 13
    • 0001250288 scopus 로고    scopus 로고
    • Forecasting financial time series with generalized long memory processes
    • L. Ferrara, D. Guegan, "Forecasting Financial Time Series With Generalized Long Memory Processes", Advances in Quantitative Asset Management, pp. 319-342, 2001.
    • (2001) Advances in Quantitative Asset Management , pp. 319-342
    • Ferrara, L.1    Guegan, D.2
  • 15
    • 0035355722 scopus 로고    scopus 로고
    • Robust estimation of GARMA model parameters with an application to cointegration among interest rates of industrialized countries
    • R. Ramachandran, and P. Beaumont, "Robust Estimation of GARMA Model Parameters With an Application to Cointegration Among Interest Rates of Industrialized Countries", Computational Economics, Vol. 17, pp. 179-201, 2001.
    • (2001) Computational Economics , vol.17 , pp. 179-201
    • Ramachandran, R.1    Beaumont, P.2
  • 17
    • 4143073642 scopus 로고    scopus 로고
    • Multi-scale high-speed network traffic prediction using k-factor gegenbauer ARMA model
    • Paris, France, June 20-24
    • N. Sadek, A. Khotanzad, "Multi-Scale High-Speed Network Traffic Prediction Using k-Factor Gegenbauer ARMA Model", to be presented at IEEE International Conference on Communications, ICC 2004, Paris, France, June 20-24, 2004.
    • (2004) IEEE International Conference on Communications, ICC 2004
    • Sadek, N.1    Khotanzad, A.2
  • 20
    • 0024611158 scopus 로고
    • ∞ minimization via a variant of Karmarker's algorithm
    • February
    • ∞ Minimization via a Variant of Karmarker's Algorithm", IEEE Trans. on ASSP, Vol. 37, No. 2, pp. 245-253, February 1989.
    • (1989) IEEE Trans. on ASSP , vol.37 , Issue.2 , pp. 245-253
    • Ruzinsky, S.A.1    Olsen, E.T.2
  • 22
    • 33746555399 scopus 로고    scopus 로고
    • MPEG and JPEG traces are available at ftp://ihumper.bellcore.com/pub/vbr. video.trace
  • 23
    • 33746508394 scopus 로고    scopus 로고
    • Internet traffic archive, available at http://ita.ee.lbl.gov/.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.