Out of equilibrium functional central limit theorems for a large network where customers join the shortest of several queues
Graham, Carl
HAL, hal-00000958 / Harvested from HAL
Customers arrive at rate N times alpha on a network of N single server infinite buffer queues, choose L queues uniformly, join the shortest one, and are served there in turn at rate beta. We let N go to infinity.We prove a functional central limit theorem (CLT) for the tails of the empirical measures of the queue occupations,in a Hilbert space with the weak topology, with limit given by an Ornstein-Uhlenbeck process. The a priori assumption is that the initial data converge.This completes a recent functional CLT in equilibrium result for which convergence for the initial data was not known in advance, but was deduced a posteriori from the functional CLT.
Publié le : 2004-03-31
Classification:  infinite-dimensional analysis,  inhomogeneous Ornstein-Uhlenbeck process in Hilbert space,  Mean-field interaction,  non-equilibrium fluctuations,  60K35; 60K25,  [MATH.MATH-PR]Mathematics [math]/Probability [math.PR]
@article{hal-00000958,
     author = {Graham, Carl},
     title = {Out of equilibrium functional central limit theorems for a large network where customers join the shortest of several queues},
     journal = {HAL},
     volume = {2004},
     number = {0},
     year = {2004},
     language = {en},
     url = {http://dml.mathdoc.fr/item/hal-00000958}
}
Graham, Carl. Out of equilibrium functional central limit theorems for a large network where customers join the shortest of several queues. HAL, Tome 2004 (2004) no. 0, . http://gdmltest.u-ga.fr/item/hal-00000958/