A Complete Framework for Modelling and Generating Workload Volatility of a VoD System

Shubhabrata Roy 1 Thomas Begin 1 Paulo Gonçalves 1
1 DANTE - Dynamic Networks : Temporal and Structural Capture Approach
Inria Grenoble - Rhône-Alpes, LIP - Laboratoire de l'Informatique du Parallélisme, IXXI - Institut Rhône-Alpin des systèmes complexes
Abstract : We propose a modelling framework, that can be used to reproduce the workload volatility of a Video on Demand (VoD) system. Based on numerical simulations, we evaluate the precision of the estimation procedure we derive to calibrate our parametric model. We also compare its performance to that of other existing models examining the goodness-of-fit of the steady state distribution and of the autocorrelation function of real workload traces. We then give each parameter of the model an interpretation in terms of the workload volatility, that enlightens on some origins of the system dynamics, like the users behaviour.
Keywords : networks resource management stochastic model estimation
Document type :
Conference papers
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https://hal.inria.fr/hal-00924135
Contributor : Paulo Gonçalves <>
Submitted on : Monday, January 6, 2014 - 2:06:43 PM
Last modification on : Wednesday, November 20, 2019 - 2:53:40 AM

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Shubhabrata Roy, Thomas Begin, Paulo Gonçalves. A Complete Framework for Modelling and Generating Workload Volatility of a VoD System. IEEE Int. Wireless Communications and Mobile Computing Conference, Jul 2013, Calgari, Italy. pp.1168 - 1174, ⟨10.1109/IWCMC.2013.6583722⟩. ⟨hal-00924135⟩

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