DocumentCode :
2533334
Title :
A Priority-Based Task Scheduling Algorithm in Grid
Author :
Sun, Weifeng ; Zhu, Yudan ; Su, Zhiyuan ; Jiao, Dong ; Li, Mingchu
Author_Institution :
Sch. of Software, Dalian Univ. of Technol., Dalian, China
fYear :
2010
fDate :
18-20 Dec. 2010
Firstpage :
311
Lastpage :
315
Abstract :
Grid is proposed to solve large scale and complicated problems, and it is a form of parallel computing on Internet. Task scheduling in grid is one of the most important technologies in grid system, and it is a NP complete problem, which is used to schedule a task on an appropriate grid node. Task scheduling algorithms are used to improve the grid performance by minimizing the scheduling length. A priority-based task scheduling algorithm (P-TSA) in grid is proposed in this paper. In this kind of priority-based algorithm, tasks are scheduled according to the priority order firstly. And then assign processors Comparing P-TSA with existed grid scheduling algorithms on scheduling length and resource utilization rates. Simulations are done on examples of DAG, and simulation results shown that the performance of P-TSA is better than other scheduling algorithms such as Min-min and Max-min.
Keywords :
computational complexity; grid computing; optimisation; processor scheduling; Internet; NP complete problem; P-TSA; grid computing; parallel computing; priority-based task scheduling algorithm; Dynamic scheduling; Heuristic algorithms; Program processors; Resource management; Scheduling algorithm; DAG; grid task scheduling; task priority;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel Architectures, Algorithms and Programming (PAAP), 2010 Third International Symposium on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-9482-8
Type :
conf
DOI :
10.1109/PAAP.2010.24
Filename :
5715100
Link To Document :
بازگشت