Title :
A greedy clustering and scheduling algorithm
Author :
Ruan, You-lin ; Zhang, Jian-jun ; Li, Qing-hua ; Yang, Shi-Da
Author_Institution :
Dept. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
The task duplication based scheduling in a new approach to the scheduling problems. Although the task duplication based scheduling (TDS) algorithm proposed by Darbha and Agrawal generates an optimal schedule, the optimality condition is very restricted. Thus, Park and Choe proposed an extended TDS algorithm whose optimality condition is less restricted than that of the algorithm, but the condition is very complex. In this paper, we provide a greedy algorithm whose schedule length is shorter than both of the algorithms. The time complexity of our algorithm is in O(|V|2), where |V| represents the number of tasks.
Keywords :
algorithm theory; scheduling; greedy clustering; scheduling algorithm; task duplication based scheduling; time complexity; Clustering algorithms; Computer science; Costs; Greedy algorithms; Machine learning algorithms; Merging; Optimal scheduling; Parallel architectures; Processor scheduling; Scheduling algorithm;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1264480