Title :
An efficient multicore implementation of planted motif problem
Author :
Dasari, Naga Shailaja ; Desh, Ranjan ; Zubair, Mohammad
Author_Institution :
Dept. of Comput. Sci., Old Dominion Univ., Norfolk, VA, USA
fDate :
June 28 2010-July 2 2010
Abstract :
In this paper we propose a parallel algorithm for the planted motif problem that arises in computational biology. A variety of algorithms have been proposed in the literature to solve this problem. The drawback of all these algorithms is that they have been designed to work on serial computers; and are not suitable for parallelization on current multicore architectures. We have implemented the proposed algorithm on a 4 Quad-Core Intel Xeon X5550 2.67GHz processor for a total of 16 cores. We compare our performance results with the best performance results reported in the literature; and showed that the performance of our algorithm scales linearly with the number of cores. We also solved the (21, 8) challenging instance on 16 cores in 6.9 hrs.
Keywords :
Algorithm design and analysis; Arrays; Indexes; Iterative methods; Magnetic cores; Memory management; Multicore processing; Bioinformatics; DNA; cache; multicore; parallel computing; planted motif problem;
Conference_Titel :
High Performance Computing and Simulation (HPCS), 2010 International Conference on
Conference_Location :
Caen, France
Print_ISBN :
978-1-4244-6827-0
DOI :
10.1109/HPCS.2010.5547161