DocumentCode
2400601
Title
A Grid Workflow Scheduling Optimization Approach for e-Business Application
Author
Tao, Qian ; Chang, Huiyou ; Yi, Yang ; Gu, Chunqin
Author_Institution
Dept. of Comput. Sci., Sun Yat-sen Univ., Guangzhou, China
fYear
2010
fDate
7-9 May 2010
Firstpage
168
Lastpage
171
Abstract
Grid workflow scheduling in large scale e-Business applications is a complex optimization problem which may require consideration of different scheduling criteria to achieve various quality of service (QoS) requirements. Meanwhile, the researches on grid workflow scheduling mainly focus on the constraint of time and cost, the key requirements about trustworthiness aren´t considered adequately. Aiming at this problem, a new trustworthiness-based scheduling model is proposed for the grid workflows scheduling which is multi-objective optimization problem in general, meanwhile, A integer genetic algorithm (IGA) is presented to optimize the scheduling performance. The simulation results show that as a robust, multi-criteria scheduling algorithms, the performance of IGA is very promising. The scheduling can succeed in open and dynamic grid environments, and its result in e-Business Application is trustworthiness and robustness.
Keywords
business data processing; genetic algorithms; grid computing; quality of service; scheduling; complex optimization problem; e-business application; grid workflow scheduling optimization; integer genetic algorithm; quality of service requirements; trustworthiness based scheduling model; Biological cells; Dynamic scheduling; Heuristic algorithms; Optimization; Processor scheduling; Quality of service; IGA; e-Business; grid computing; trustworthiness; workflow scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
E-Business and E-Government (ICEE), 2010 International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-0-7695-3997-3
Type
conf
DOI
10.1109/ICEE.2010.50
Filename
5590863
Link To Document