Title :
A Performance Goal Oriented Processor Allocation Technique for Centralized Heterogeneous Multi-cluster Environments
Author :
Shih, Po-Chi ; Huang, Kuo-Chan ; Lee, Che-Rung ; Chung, I-Hsin ; Chung, Yeh-Ching
Author_Institution :
Dept. of Comput. Sci., NTHU, Hsinchu, Taiwan
Abstract :
This paper proposes a processor allocation technique named temporal look-ahead processor allocation (TLPA) that makes allocation decision by evaluating the allocation effects on subsequent jobs in the waiting queue. TLPA has two strengths. First, it takes multiple performance factors into account when making allocation decision. Second, it can be used to optimize different performance metrics. To evaluate the performance of TLPA, we compare TLPA with best-fit and fastest-first algorithms. Simulation results show that TLPA has up to 32.75% performance improvement over conventional processor allocation algorithms in terms of average turnaround time in various system configurations.
Keywords :
mathematical programming; performance evaluation; processor scheduling; resource allocation; TLPA; centralized heterogeneous multicluster environment; fastest-first algorithm; performance goal oriented processor allocation technique; performance improvement; performance metrics; processor allocation algorithm; temporal look-ahead processor allocation decision; turnaround time; Algorithm design and analysis; Clustering algorithms; Computational modeling; Load modeling; Resource management; Scheduling algorithm; look-ahead; multi-cluster; processor allocation;
Conference_Titel :
Cluster, Cloud and Grid Computing (CCGrid), 2011 11th IEEE/ACM International Symposium on
Conference_Location :
Newport Beach, CA
Print_ISBN :
978-1-4577-0129-0
Electronic_ISBN :
978-0-7695-4395-6
DOI :
10.1109/CCGrid.2011.81