Title :
A Fuzzy Preferences Method of QoS-Awared Grid Workflow Schedule
Author :
Sun, Hongbin ; Ding, Yongsheng
Author_Institution :
Sch. of Electr. Eng. & Inf., Changchun Inst. of Technol., Changchun, China
Abstract :
Grid workflow schedule requires sophisticated expertise of domain in order to automate the process of managing workflows and its components. QoS-aware selection and execution of grid workflow can fulfill customer´s expectations, a new preference method is proposed to design the grid workflow schedule. The grid workflow matching relation is achieved by mobile agent negotiation based on projection-join closure to capture such message situations. We propose a fuzzy preferences evolutionary algorithm to resolve the QoS-aware selection optimization. The simulation results show that the approach can significantly improve the performance. It adapts well to the changes of environments.
Keywords :
evolutionary computation; fuzzy set theory; grid computing; mobile agents; quality of service; scheduling; workflow management software; QoS-aware selection optimization; QoS-awared grid workflow schedule; fuzzy preferences evolutionary algorithm; grid workflow matching relation; mobile agent negotiation; quality of service; Educational institutions; Educational technology; Electronic mail; Entropy; Histograms; Image segmentation; Information technology; Optimization methods; Performance analysis; Research and development;
Conference_Titel :
Computer Network and Multimedia Technology, 2009. CNMT 2009. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5272-9
DOI :
10.1109/CNMT.2009.5374522