Title :
Dynamic Programming Based Approach for Bi-criteria Workflow Scheduling on the Grid
Author :
Wieczorek, Marek ; Prodan, Radu ; Fahringer, Thomas
Author_Institution :
Inst. of Comput. Sci., Innsbruck Univ.
Abstract :
We propose a novel approach for bi-criteria scheduling of scientific workflows on the grid, using dynamic programming to balance the trade-off between the two contradicting criteria. We determine the primary and the secondary criterion, and establish a flexible limit for the primary criterion. We identify different classes of criteria and adjust the solution for different variants of the problem
Keywords :
dynamic programming; grid computing; natural sciences computing; scheduling; bi-criteria scientific workflow scheduling; dynamic programming; grid computing; Computer science; Constraint optimization; Costs; Dynamic programming; Dynamic scheduling; Extraterrestrial measurements; Fault tolerance; Grid computing; Power generation economics; Processor scheduling;
Conference_Titel :
High Performance Distributed Computing, 2006 15th IEEE International Symposium on
Conference_Location :
Paris
Print_ISBN :
1-4244-0307-3
DOI :
10.1109/HPDC.2006.1652194