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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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Contributor : Philippe Robert Connect in order to contact the contributor
Submitted on : Tuesday, November 27, 2012 - 2:13:01 PM
Last modification on : Wednesday, August 12, 2020 - 11:51:50 AM

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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. ⟨10.1214/14-AAP1057⟩. ⟨hal-00757684⟩



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