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 :
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