ANALYSIS OF SIMPLE ALGORITHMS FOR DYNAMIC LOAD BALANCING

Citation
M. Alanyali et B. Hajek, ANALYSIS OF SIMPLE ALGORITHMS FOR DYNAMIC LOAD BALANCING, Mathematics of operations research, 22(4), 1997, pp. 840-871
Citations number
16
Categorie Soggetti
Operatione Research & Management Science",Mathematics,"Operatione Research & Management Science",Mathematics
ISSN journal
0364765X
Volume
22
Issue
4
Year of publication
1997
Pages
840 - 871
Database
ISI
SICI code
0364-765X(1997)22:4<840:AOSAFD>2.0.ZU;2-C
Abstract
The principle of load balancing is examined for dynamic resource alloc ation subject to certain constraints. The emphasis is on the performan ce of simple allocation strategies which can be implemented on-line. E ither finite capacity constraints on resources or migration of load ca n be incorporated into the setup. The load balancing problem is formul ated as a stochastic optimal control problem. Variants of a ''Least Lo ad Routing'' policy are shown to lead to a fluid type limit and to be asymptotically optimal.