Title :
Fast sorting algorithms on a linear array with a reconfigurable pipelined bus system
Author :
Datta, Amitava ; Soundaralakshmi, Subbiah ; Owens, Robyn
Author_Institution :
Dept. of Comput. Sci. & Software Eng., Univ. of Western Australia, Perth, WA, Australia
fDate :
3/1/2002 12:00:00 AM
Abstract :
We present two fast algorithms for sorting on a linear array with a reconfigurable pipelined bus system (LARPBS), one of the recently proposed parallel architectures based on optical buses. In our first algorithm, we sort N numbers in O(log N log log N) worst-case time using N processors. In our second algorithm, we sort N numbers in O((log log N)2) worst-case time using N1+ε processors, for any fixed ε such that 0 < ε < 1. Our algorithms are based on a novel deterministic sampling scheme for merging two sorted arrays of length N each in O(log log N) time on an LARPBS with N processors. To our knowledge, the previous best sorting algorithm on this architecture has a running time of O((log N)2) using N processors
Keywords :
computational complexity; parallel algorithms; pipeline processing; reconfigurable architectures; sorting; deterministic sampling; deterministic sampling scheme; fast sorting algorithms; linear array; merging; optical bus; parallel architectures; pipelined communication; reconfigurable pipelined bus system; sorted arrays; worst-case time; Sorting;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on