DocumentCode
1781428
Title
Efficient Scheduling Mechanism for Performance-Heterogeneous Multi-core Processor
Author
Liu Lin-Dong ; Qi De-Yu ; Chen Qiang ; Ruan Jin-Xin
Author_Institution
Res. Inst. of Comput. Syst., South China Univ. of Technol., Guangzhou, China
fYear
2014
fDate
28-30 Nov. 2014
Firstpage
342
Lastpage
346
Abstract
Multi-core processor architectures are increasingly being used in high-performance computing environment because heterogeneous characteristics of the processor cores can play an important role in the performance of multicore processors. In the paper, we analyze the architecture and tasks´ parallel features of performance-heterogeneous multicore processor based on DHCMP (Dynamic Heterogeneous Chip Multiprocessor). Grouping all of the basic cores into several logic cores and establish a mapping rule from basic cores to logic cores, and apply classification data mining to scheduling process of logic cores, establishing a performance-heterogeneous multicore processor scheduling model and algorithm. Experiments show that the scheduling strategies and algorithm in this paper can improve the utilization of logic cores than other algorithm.
Keywords
data mining; parallel processing; pattern classification; processor scheduling; DHCMP; classification data mining; dynamic heterogeneous chip multiprocessor; heterogeneous characteristics; high-performance computing environment; logic core utilization; logic cores; mapping rule; multicore processor architectures; performance-heterogeneous multicore processor scheduling model; processor cores; scheduling mechanism; Computational modeling; Dynamic scheduling; Heuristic algorithms; Multicore processing; Processor scheduling; Basic Core; Classification Data Mining; Logic Core; Multi-core Processor; Performance-heterogeneous;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Home (ICDH), 2014 5th International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4799-4285-5
Type
conf
DOI
10.1109/ICDH.2014.71
Filename
6996786
Link To Document