DocumentCode :
3012934
Title :
Parallel sorting by exact splitting
Author :
Dian, Fan ; Zhizhong, Tang
Author_Institution :
Graduate Sch., Tsinghua Univ., Shenzhen, China
fYear :
2004
fDate :
10-12 May 2004
Firstpage :
92
Lastpage :
97
Abstract :
A new algorithm of parallel sorting by exact splitting suitable for MIMD multiprocessors is presented in the paper. The algorithm locates the splitter accurately using a flexible locating splitter algorithm. The time complexity and communication cost is pretty good compared with other con-generic algorithms, and could even be better in particular situations benefitting from the flexibility of its locating splitter algorithm. In addition, experimental results of the algorithm under an MPI environment on LANs are given and compared with those of the PSRS algorithm. According to the theoretical analysis and experimental results, the algorithm is preferable due to its virtues of high efficiency, scalability, low communication cost and good load balancing.
Keywords :
communication complexity; message passing; multiprocessing systems; parallel algorithms; resource allocation; sorting; LAN; MIMD multiprocessors; MPI environment; communication cost; exact splitting; flexible locating splitter algorithm; load balancing; parallel sorting; time complexity; Algorithm design and analysis; Computer science; Costs; Filtering algorithms; Load management; Paper technology; Partitioning algorithms; Sampling methods; Scalability; Sorting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel Architectures, Algorithms and Networks, 2004. Proceedings. 7th International Symposium on
ISSN :
1087-4089
Print_ISBN :
0-7695-2135-5
Type :
conf
DOI :
10.1109/ISPAN.2004.1300464
Filename :
1300464
Link To Document :
بازگشت