Title :
A Note on Distributed Stable Matching
Author :
Kipnis, Alex ; Patt-Shamir, Boaz
Author_Institution :
Sch. of Electr. Eng., Tel Aviv Univ., Tel Aviv, Israel
Abstract :
We consider the distributed complexity of the stable marriage problem. In this problem, the communication graph is undirected and bipartite, and each node ranks its neighbors. Given a matching of the nodes, a pair of nodes is called blocking if they prefer each other to their assigned match. A matching is called stable if it does not induce any blocking pair. In the distributed model, nodes exchange messages in each round over the communication links, until they find a stable matching. We show that if messages may contain at most B bits each, then any distributed algorithm that solves the stable marriage problem requires Omega (radicn/B log n) communication rounds in the worst case, even for graphs of diameter Theta (log n), where n is the number of nodes in the graph. Furthermore, the lower bound holds even if we allow the output to contain O(radicn) blocking pairs. We also consider epsiv-stability, where a pair is called epsiv-blocking if they can improve the quality of their match by more than an epsilon fraction, for some 0 les e les 1. Our lower bound extends to epsiv-stability where epsiv is arbitrarily close to 1/2. We also present a simple distributed algorithm for epsiv-stability whose time complexity is O(n/epsiv).
Keywords :
computational complexity; distributed algorithms; graph theory; pattern matching; bipartite graph; distributed algorithm; stable marriage problem; stable matching; time complexity; undirected graph; worst case analysis; Bipartite graph; Books; Communication standards; Distributed algorithms; Distributed computing; Educational institutions; Game theory; Nash equilibrium; Robust stability; Switches; communication; distrubuted algorithms; stable marriage;
Conference_Titel :
Distributed Computing Systems, 2009. ICDCS '09. 29th IEEE International Conference on
Conference_Location :
Montreal, QC
Print_ISBN :
978-0-7695-3659-0
Electronic_ISBN :
1063-6927
DOI :
10.1109/ICDCS.2009.69