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Seminar: Large Deviations Of Max-Weight Scheduling Policies  

Vijay G. Subramanian, Hamilton Institute, NUI Maynooth, Ireland

Monday, March 15th 2010, 14h00 - 15h00

Location :

INRIA
5ème étage
salle de réunion « rose »

23 AVENUE D'TALIE

75013 PARIS

Abstract :

We consider a single-server discrete-time system with $K$ users where the server picks operating 
points from a compact, convex and coordinate convex set in $Re_+^K$. For this system we 
analyse the performance of a stablising policy that at any given time picks operating points from the 
allowed rate region that maximise a weighted sum of rate, where the weights depend upon the 
workloads of the users. In particular, we are interested in a Large Deviations based analysis of 
this policy, and under both the ``large-buffer" and ``many-sources" regimes. The unifying theme 
of this work is to prove a Large Deviations Principle (LDP) for the queueing process using an 
appropriate generalization of the contraction principle, namely, Puhalskii's extended 
contraction principle and Garcia's extended contraction principle.

Host :

INRIA