Stability of the bipartite matching model

Ana Busic 1, 2, 3, * Varun Gupta 4 Jean Mairesse 5
* Auteur correspondant
2 DYOGENE - Dynamics of Geometric Networks
DI-ENS - Département d'informatique de l'École normale supérieure, ENS Paris - École normale supérieure - Paris, Inria Paris-Rocquencourt, CNRS - Centre National de la Recherche Scientifique : UMR8548
Abstract : We consider the bipartite matching model of customers and servers introduced by Caldentey, Kaplan and Weiss (2009). Customers and servers play symmetrical roles. There are finite sets C and S of customer and server classes, respectively. Time is discrete and at each time step one customer and one server arrive in the system according to a joint probability measure μ on C× S, independently of the past. Also, at each time step, pairs of matched customers and servers, if they exist, depart from the system. Authorized em matchings are given by a fixed bipartite graph (C, S, E⊂ C × S). A matching policy is chosen, which decides how to match when there are several possibilities. Customers/servers that cannot be matched are stored in a buffer. The evolution of the model can be described by a discrete-time Markov chain. We study its stability under various admissible matching policies, including ML (match the longest), MS (match the shortest), FIFO (match the oldest), RANDOM (match uniformly), and PRIORITY. There exist natural necessary conditions for stability (independent of the matching policy) defining the maximal possible stability region. For some bipartite graphs, we prove that the stability region is indeed maximal for any admissible matching policy. For the ML policy, we prove that the stability region is maximal for any bipartite graph. For the MS and PRIORITY policies, we exhibit a bipartite graph with a non-maximal stability region.
Type de document :
Article dans une revue
Advances in Applied Probability, Applied Probability Trust, 2013, 45 (2), pp.351-378. 〈10.1239/aap/1370870122〉
Liste complète des métadonnées

https://hal.inria.fr/hal-00835437
Contributeur : Ana Busic <>
Soumis le : mardi 18 juin 2013 - 16:14:10
Dernière modification le : jeudi 11 janvier 2018 - 06:25:34

Identifiants

Collections

Citation

Ana Busic, Varun Gupta, Jean Mairesse. Stability of the bipartite matching model. Advances in Applied Probability, Applied Probability Trust, 2013, 45 (2), pp.351-378. 〈10.1239/aap/1370870122〉. 〈hal-00835437〉

Partager

Métriques

Consultations de la notice

404