DocumentCode
2827135
Title
An integrated resource allocation algorithm for CPU intensive and I/O intensive jobs in multi-core cluster
Author
Liang, Aihua ; Liu, Zhuo ; Xiao, Limin ; Ruan, Li
Author_Institution
State Key Lab. of Software Dev. Environ., Beihang Univ., Beijing, China
Volume
3
fYear
2010
fDate
21-24 May 2010
Abstract
In cluster jobs have different characteristics, such as CPU intensive and I/O intensive. Many resource allocation strategies deal with CPU intensive jobs or I/O intensive jobs. However, few algorithms can deal with both of them. In this paper we propose an integrated resource allocation algorithm, which considers job characteristics. The proposed algorithm is based on an overhead model. The model can integrate the different job characteristics. Simulation results indicate that the proposed resource algorithm can effectively achieve improvement in average execution time compared with FIRSTAVAILABLE. Moreover, proposed algorithm can promote system load balancing to some extent.
Keywords
multiprocessing systems; resource allocation; workstation clusters; CPU intensive jobs; FIRSTAVAILABLE; I/O intensive jobs; average execution time; integrated resource allocation; load balancing; multicore cluster; Clustering algorithms; Computational modeling; Computer architecture; Computer science; Mathematical model; Multicore processing; Parallel processing; Programming; Resource management; System performance; CPU intensive; I/O intensive; multi-core; resource allocation;
fLanguage
English
Publisher
ieee
Conference_Titel
Future Computer and Communication (ICFCC), 2010 2nd International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-5821-9
Type
conf
DOI
10.1109/ICFCC.2010.5497491
Filename
5497491
Link To Document