Investigation of the properties of the HEAF estimator using simulation experiments and MPEG-encoded video traces

INES 2006: 10th International Conference on Intelligent Engineering Systems 2006

Volumn , Issue , 2006, Pages 276-281

  Rezaul, Karim Mohammed ^a   Pakštas, Algirdas ^a   Gilchrist, Robert ^a  

^a LONDON METROPOLITAN UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; INTELLIGENT SYSTEMS; MOTION PICTURE EXPERTS GROUP STANDARDS; POISSON DISTRIBUTION; RESOURCE ALLOCATION; TELECOMMUNICATION TRAFFIC;

ENCODED VIDEO TRACES; HEAF ESTIMATOR; LRD ANALYSIS; NETWORK TRAFFIC;

LOCAL AREA NETWORKS;

EID: 34547319527     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Leland Will E. Taqqu M. S., Willinger W. and Wilson D. V., On the Selfsimilar nature of Ethernet Traffic (Extended version), IEEE/ACM Transactions on Networking, February 1994, Vol. 2, No. 1, pp. 1-15.
2. Hurst H. E., Long-term storage capacity of reservoirs, Transactions of the American Society of Civil Engineers, 1951, vol.116, pp 770-808.
3. Ton Dieker, Simulation of Fractional Brownian Motion, Masters Thesis, Department of Mathematical Sciences, University of Twente, The Netherlands, 2004.
4. T. Higuchi, Approach to an irregular time series on the basis of the fractal theory, Physica D, 1988, vol.31, pp. 277-283.
5. P. Abry, P. Flandrin, M. S. Taqqu and D. Veitch, Wavelets for the Analysis, Estimation, and Synthesis of Scaling Data, K. Park and W. Willinger (editors), Self-Similar Network Traffic and Performance Evaluation, Wiley & Sons, New York, 2000, pp. 39-88.
6. P. Abry and D. Veitch, Wavelet Analysis of Long-Range Dependent traffic. IEEE Transactions on Information Theory, 1998, vol.44, No 1, pp.2-15.
7. Karim M. Rezaul , Algirdas Pakštas, Robert Gilchrist, Thomas M. Chen, HEAF: A Novel Estimator for Long-Range Dependent Self-similar Network Traffic, Y. Koucheryavy, J. Harju, and V.B. Iversen (Eds.): Next Generation Teletraffic and Wired/Wireless Advanced Networking (NEW2AN), May 29 - June 2, 2006, LNCS 4003, pp. 34-45.
8. Dietrich C. R. and Newsam G. N., A fast and exact method for multidimensional Gaussian Stochastic simulations, Water Resources Research, 1993, vol. 29, No. 8, pp.2861-2869.
9. CR. Dietrich and G.N. Newsam, Fast and exact simulation of stationary Gaussian processes through circulant embedding of the covariance matrix, SIAM Journal on Scientific Computing, 1997, vol.18, pp.1088-1107.
10. Kokoszka, P. S. and Taqqu, M. S., Fractional ARIMA with stable innovations, Stochastic Processes and their Applications, 1995, vol.60, pp. 19-47.
11. Stilian Stoev and Murad S. Taqqu, Simulation methods for linear fractional stable motion and FARIMA using the Fast Fourier Transform, Fractals, 2004, vol.12, No 1, pp.95-121.
12. Cox D., Long-Range Dependence: a Review. H. A. David and H. T. David (eds.), In Statistics: An Appraisal, Iowa State Statistical Library, The Iowa State University Press, 1984, pp.55-74.
13. H. Kettani and J. A. Gubner, A Novel Approach to the Estimation of the Hurst Parameter in Self-Similar Traffic, Proceedings of the 27th Annual IEEE Conference on Local Computer Networks (LCN 2002), Tampa, Florida, November, 2002, pp.160-165.
14. Hong Zhao, Nirwan Ansari, Yun Q. Shi: Self-similar Traffic Prediction Using Least Mean Kurtosis, International Symposium on Information Technology (ITCC), 2003, pp.352-355.
15. Abdelnaser Adas, Traffic Models in Broadband Networks, IEEE Communications Magazine, July 1997, pp. 82-89.
16. Huaguang Feng, Thomas R. Willemain and Nong Shang, Wavelet-Based Bootstrap for Time Series Analysis, Communications in Statistics: Simulation and Computation, 2005, vol.34, No 2, pp.393-413.
17. UNC Network Data Analysis Study Group, University of North Carolina, http://www- dirt.cs.unc.edu/net_lrd/ (visited on May 23, 2005).
18. Stilian Stoev, Murad Taqqu, Cheolwoo Park and J.S. Marron, Strengths and Limitations of the Wavelet Spectrum Method in the Analysis of Internet Traffic, SAMSI, Technical Report #2004-8, March 26, 2004.
19. MPEG traces, University of Würzburg Am Hubland, http://www-info3. informatik.uni-uerzburg.de/MPEG/traces/(visited on September 10, 2005).
20. Frank H. P. Fitzek, Video and Audio Measurements for Pre-encoded Content, http://trace.kom.aau.dk/preencoded/index.html (visited on August 12, 2005).
21. Hosking J. R. M., Asymptotic distributions of the sample mean, autocovariances and autocorrelations of long-memory time series, Journal of Econometrics, 1996, vol.73, pp. 261-284.