Title :
Low-cost hierarchical memory-based pipelined architecture for DNA sequence matching
Author :
Ray, S.S. ; Ghosh, S. ; Prasad, R.
Author_Institution :
Dept. of Inf. Technol., St. Thomas´ Coll. of Eng. & Technol., Kolkata, India
Abstract :
A novel design on faster processing of DNA sequences base on pipelined structure has been presented in this paper. The focus of this paper is to design and develop the hardware architecture to meet the requirement of such processing. In the proposed architecture, instead of comparing the whole DNA search string at once, the entire comparison process is split into four phases using four-stage pipeline structure, to boost up the speed of processing by exploiting the inherent temporal parallelism in the search process. Moreover, we reduced memory requirement by 96.86% by arranging DNA sequences in an intelligent manner compared to the straight and conventional method of storing DNA sequences using Content Addressable Memory (CAM). This effectively enhances system throughput by searching more number of DNA sequences against a single DNA sequence in traditional design. It further reduces system size, cost and power by replacing CAM using Random Access Memory (RAM). It is observed that, only a fraction (0.39%) of the total memory available in Stage 2 is activated, while 0.0015% of the total memory is activated in Stage 3 and a very low fraction (0.000006%) of the total memory is activated in Stage 4, during the comparison of a DNA sequence in the proposed four-stage pipelined structure. This effectively lowers the system cost, power consumption, the heat dissipation, and space requirement.
Keywords :
DNA; bioinformatics; content-addressable storage; pipeline processing; random-access storage; CAM; DNA sequence matching; content addressable memory; hardware architecture; heat dissipation; low-cost hierarchical memory; pipelined architecture; power consumption; random access memory; temporal parallelism; DNA; Decoding; Logic gates; Memory management; Pipelines; Random access memory; DNA Sequence Matching; Pipelined DNA Sequence Matching; Sequence Alignment;
Conference_Titel :
India Conference (INDICON), 2014 Annual IEEE
Conference_Location :
Pune
Print_ISBN :
978-1-4799-5362-2
DOI :
10.1109/INDICON.2014.7030681