On the Fluid Limits of a Resource Sharing Algorithm with Logarithmic Weights

Abstract : The paper investigates the properties of a class of resource allocation algorithms for communication networks: if a node of this network has x requests to transmit, then it receives a fraction of the capacity proportional to log(1+x), the logarithm of its current load. A fluid scaling analysis of such a network is presented. It is shown that the interaction of several time scales plays an important role in the evolution of such a system, in particular its coordinates may live on very different time and space scales. As a consequence, the associated stochastic processes turn out to have unusual scaling behaviors which give an interesting fairness property to this class of algorithms. A heavy traffic limit theorem for the invariant distribution is also proved. Finally, we present a generalization to the resource sharing algorithm for which the log function is replaced by an increasing function.
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Article dans une revue
Annals of Applied Probability, Institute of Mathematical Statistics (IMS), 2015, 25 (5), pp.45
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Contributeur : Philippe Robert <>
Soumis le : mardi 27 novembre 2012 - 14:13:01
Dernière modification le : lundi 18 février 2019 - 19:52:10

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  • HAL Id : hal-00757684, version 1
  • ARXIV : 1211.5968

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Philippe Robert, Amandine Veber. On the Fluid Limits of a Resource Sharing Algorithm with Logarithmic Weights. Annals of Applied Probability, Institute of Mathematical Statistics (IMS), 2015, 25 (5), pp.45. 〈hal-00757684〉

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