DocumentCode
3055621
Title
Evaluation of multi-objective decentralized scheduling for applications in Grid environment
Author
Pop, Florin ; Dobre, Ciprian ; Cristea, Valentin
Author_Institution
Fac. of Automatics & Comput. Sci., Univ. Politeh. of Bucharest, Bucharest
fYear
2008
fDate
28-30 Aug. 2008
Firstpage
231
Lastpage
238
Abstract
In grid environments applications require dynamic scheduling for optimized assignment of tasks on available resources, so the optimization represents a key solution for scheduling. This paper presents an evaluation of multi-objective decentralized scheduling models for the problem of task allocation. It also presents a survey of existing optimization solutions for grid scheduling. The surveyed scheduling solutions are: random and best of n random, exhaustive search, simulated annealing, game theory, ad-hoc greedy scheduler, and genetic algorithm for decentralized scheduling. We carry out our experiments with various scheduling scenarios and with heterogeneous input tasks and computation resources. We also present the methods to evaluate and validate the described scheduling methods. We present several experimental results that offer a support for near-optimal algorithm selection.
Keywords
game theory; genetic algorithms; grid computing; random processes; scheduling; search problems; simulated annealing; ad-hoc greedy scheduler; exhaustive search; game theory; genetic algorithm; grid scheduling; multiobjective decentralized scheduling; optimization solution; random method; simulated annealing; task allocation; Application software; Computational modeling; Dynamic scheduling; Game theory; Genetic algorithms; Heuristic algorithms; Optimization methods; Processor scheduling; Scheduling algorithm; Simulated annealing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computer Communication and Processing, 2008. ICCP 2008. 4th International Conference on
Conference_Location
Cluj-Napoca
Print_ISBN
978-1-4244-2673-7
Type
conf
DOI
10.1109/ICCP.2008.4648377
Filename
4648377
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