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  On the relevance of time scales in performance oriented traffic characterizations (1996) [25 citations — 2 self]

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by M. Montgomery, G. De Veciana
In Proc. IEEE INFOCOM
http://www.ciit.y12.doe.gov/~mcm/papers/timescale.ps.gz
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Abstract:

A key problem for modern network designers is to characterize /model the "bursty " traffic arising in broadband networks with a view on predicting and guaranteeing performance. In this paper we attempt to unify several approaches ranging from histogram/interval based methods to "frequency domain " approaches by further investigating the asymptotic behavior of a multiplexer carrying a large number of streams. This analysis reveals the salient traffic /performance relationships which should guide us in selecting successful methods for traffic management and network dimensioning.

Citations

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229 An Introduction to the Theory of Point Processes – Daley, Vere-Jones - 1988
114 Large deviations, the shape of the loss curve, and economies of scale in large multiplexers – Botvich, Duffield - 1995
102 Fundamental bounds and approximations for ATM multiplexers with applications to video teleconferencing – Elwalid, Heyman, et al. - 1995
101 Traffic characterization and switch utilization using a deterministic bounding interval dependent traffic model – Knightly, Zhang - 1995
67 Squeezing the most out of ATM – Choudhury, Lucantoni, et al. - 1996
50 Effective bandwidths: Call admission, traffic policing and filtering for ATM networks,” Queueing Systems Theory and Applications – Veciana, Walrand - 1995
49 Decoupling bandwidths for networks: a decomposition approach to resource management – Veciana, Courcoubetis, et al. - 1993
40 Buffer overflow asymptotics for a buffer handling many traffic sources – Courcoubetis, Weber - 1996
38 Link Capacity Allocation and Network Control by Filtered Input Rate in High speed Networks – Li, Hwang - 1995
34 On the Convergence of Traffic Measurement and Queueing Analysis: A Statistical Match Queueing SMAQ Tool – Hwang, Li - 1995
26 Admission control for ATM networks – Hsu, Walrand - 1994
16 On input state space reduction and buffer noneffective region – Li, Hwang - 1994
11 Traffic Shaping for ATM Networks: Asymptotic Analysis and Simulations – Veciana, Walrand - 1992
4 A histogram based model for video traffic behaviour in an ATM network node with an application to congestion control – Skelly, Dixit, et al. - 1992
1 Modelling ATM networks: Effective bandwidths, pricing and admission control." Plenary talk INFORMS – Kelly - 1995