Title :
Resource scheduling on grid: handling uncertainty
Author :
Real, Rodrigo ; Yamin, Adenauer ; Silva, Luciano Da ; Frainer, Gustavo ; Augustin, Iara ; Barbosa, Jorge ; Geyer, Cláudio
Author_Institution :
Fed. Univ. of Rio Grande do Sul, Porto Alegre, Brazil
Abstract :
The heterogeneity and the highly dynamic behavior of the grid computing demands a new class of scheduling strategies. These strategies must not only consider the instantaneous information provided by sensors, but also probabilities of the information received to keep its values in a near future.
Keywords :
belief networks; grid computing; uncertainty handling; grid computing; information sensor; resource scheduling strategies; uncertainty handling; Bayesian methods; Condition monitoring; Decision making; Dynamic scheduling; Grid computing; Middleware; Processor scheduling; Resource management; Sensor phenomena and characterization; Uncertainty;
Conference_Titel :
Grid Computing, 2003. Proceedings. Fourth International Workshop on
Print_ISBN :
0-7695-2026-X
DOI :
10.1109/GRID.2003.1261717
