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Predicting Quality of Service for Traffic with Long-Range Fluctuations (1995)  (Make Corrections)  (25 citations)
N.G. Duffield, J.T. Lewis, Neil O'Connell, Raymond Russell, Fergal Toomey



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Abstract: We present the tail asymptotics in a queue serviced at constant rate and whose input process has long-range dependence, for example, fractional Brownian Motion (fBM) with Hurst parameter H ? 1=2. Some heterogeneous superpositions of such sources are also treated. We examine the experimental basis for self-similar modelling. If fluctuations in traffic levels can be accounted for by variations in time-dependent external parameters, rather than statistically through parsimonious modelling by fBM,... (Update)

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.... logarithm of the overflow probability does not decrease linearly with the buffer size, rather it decreases at a sub linear rate [DO96, DLO95] On the other hand, the many sources asymptotic [CW96, BD95] a similar result is proved in [SG95] for the case of on off fluid...

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15:   the Self-Similar Nature of Ethernet Traffic - Leland, Taqqu et al. - 1993
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BibTeX entry:   (Update)

N. G. Duffield, et al., "Predicting Quality of Service for Traffic with Long--Range Fluctuations, " in Proceedings of IEEE International Conference on Communications, Seattle, Washington, USA, June 18--22, 1995. Gunnar Karlsson Video over ATM Networks 15 http://citeseer.ist.psu.edu/duffield95predicting.html   More

@misc{ duffield95predicting,
  author = "N. Duffield",
  title = "Predicting Quality of Service for Traffic with Long--Range Fluctuations",
  text = "N. G. Duffield, et al., Predicting Quality of Service for Traffic with
    Long--Range Fluctuations,  in Proceedings of IEEE International Conference
    on Communications, Seattle, Washington, USA, June 18--22, 1995. Gunnar Karlsson
    Video over ATM Networks 15",
  year = "1995",
  url = "citeseer.ist.psu.edu/duffield95predicting.html" }
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692   the self-similar nature of Ethernet traffic - Leland, Taqqu et al. - 1993
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76   Probability Approximations via the Poisson Clumping Heuristi.. - Aldous - 1989
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41   Fractional Brownian motions (context) - Mandelbrot, Van Ness - 1968
40   Decoupling bandwidths for networks: a decomposition approach.. (context) - de Veciana, Courcoubetis et al. - 1993
38   Economies of scale in queues with sources having power-law l.. - Duffield - 1994
27   Entropy of ATM traffic streams: a tool for estimating QoS pa.. - Duffield, Lewis et al. - 1994
25   Effective bandwidths at multi-type queues (context) - Kelly - 1991
12   The Hurst phenomenon: a puzzle (context) - Klemes - 1974
12   Large deviations (context) - Botvich, Duffield - 1994
7   Effective Bandwidths for the multi-type UAS channel Queueing.. (context) - Gibbens, Hunt - 1991
7   Statistical analysis of high timeresolution Ethernet LAN tra.. (context) - Leland, Taqqu et al. - 1993
3   Large deviations for arrivals (context) - Duffield, O'Connell - 1994
3   and operational hydrology (context) - Mandelbrot, Wallis et al. - 1968



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Statistical issues raised by the Bellcore data - Duffield, Lewis, O'Connell.. (1994)   (Correct)
Large Deviations, the Shape of the Loss Curve, and Economies .. - Botvich, Duffield (1995)   (Correct)
Entropy Of ATM Traffic Streams: A Tool For.. - Duffield, Lewis.. (1995)   (Correct)

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