Title :
An AT2 optimal mapping of sorting onto the mesh connected array without comparators
Author_Institution :
Dept. of Electron. Eng., Sogang Univ., Seoul, South Korea
fDate :
30 Mar-3 Apr 1998
Abstract :
We present a parallel SIMD algorithm for sorting of N numbers of log N bits each on a mesh connected array without comparators. While most previous AT2-optimal sorting algorithms on the mesh explicitly or implicitly assume O(1) time comparison of two operands of O(log N) bits, our algorithm does not require O(1) time comparison. Rather we assume O(log N) time comparison, which makes our algorithm realizable with current VLSI technology. To retain the AT2 optimality with increased (by a factor of O(log N)) comparison time, we develop a new mapping technique which combines radix sort, shear sort, block merge and column sort in a creative way. The time complexity of sorting of N numbers on a (two-dimensional) mesh of size N1/2×N1/2 without comparators is O(N1/2 )
Keywords :
computational complexity; merging; optimisation; parallel algorithms; parallel architectures; parallel machines; sorting; AT2 optimal sorting algorithms; VLSI; block merge; column sort; comparators; comparison time; mesh connected array; optimal mapping; parallel SIMD algorithm; radix sort; shear sort; sorting; time complexity; two-dimensional mesh; Concurrent computing; Sorting; Very large scale integration;
Conference_Titel :
Parallel Processing Symposium, 1998. IPPS/SPDP 1998. Proceedings of the First Merged International ... and Symposium on Parallel and Distributed Processing 1998
Conference_Location :
Orlando, FL
Print_ISBN :
0-8186-8404-6
DOI :
10.1109/IPPS.1998.669982