DocumentCode
3014637
Title
Logarithmic time cost optimal parallel sorting is not yet fast in practice
Author
Natvig, Lasse
Author_Institution
Norwegian Inst. of Technol., Trondheim Univ., Norway
fYear
1990
fDate
12-16 Nov 1990
Firstpage
486
Lastpage
494
Abstract
It is pointed out that, when looking for new and faster parallel sorting algorithms for use in massively parallel systems it is tempting to investigate promising alternatives from the large body of research done on parallel sorting in the field of theoretical computer science. It is shown how this kind of investigation can be done on a simple but versatile environment for programming and measuring of PRAM (parallel random access machine) algorithms. The practical value of Cole´s parallel merge sort algorithm has been investigated by comparing it with Batcher´s bitonic sorting. The O (log n ) time consumption of Code´s algorithm implies that it must be faster than bitonic sorting which is o (log2 n ) time, if n is large enough. However, it has been found that bitonic sorting is faster as long as n is less than 1.2×1021 . Consequently, it is concluded that Cole´s logarithmic time algorithm is not fast in practice
Keywords
computational complexity; parallel algorithms; sorting; Batcher´s bitonic sorting; Cole´s parallel merge sort; bitonic sorting; massively parallel systems; parallel random access machine; parallel sorting; sorting algorithms; Algorithm design and analysis; Complexity theory; Computational modeling; Computer science; Concurrent computing; Cost function; Parallel algorithms; Phase change random access memory; Sorting; Telematics;
fLanguage
English
Publisher
ieee
Conference_Titel
Supercomputing '90., Proceedings of
Conference_Location
New York, NY
Print_ISBN
0-8186-2056-0
Type
conf
DOI
10.1109/SUPERC.1990.130059
Filename
130059
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