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Information Journal Paper

Title

PARALLEL SEARCHING ALGORITHM FOR SEQUENCES IN A DATABASE USING GRAPHICS PROCESSING UNIT

Pages

  67-73

Abstract

 We present an algorithm for NVIDIA CUDA platform based on SMITH-WATERMAN algorithm for SEQUENCE ALIGNMENT problem. CUDA is a new programming language which is very similar to the standard C language, with some extensions. By using the SMITH-WATERMAN algorithm which is used to find similarity between two sequences by making a scoring matrix; this application tries to find the similarity between a sequence which called query sequence and sequences in a database file. In this program, each thread is used for calculating one scoring matrix between the query sequence and one of the sequences in database. The algorithm utilizes small but fast shared memory which is inside the GPU for holding four intermediate columns in each cycle for each thread. If the database is large enough, it can keep the GPU in full working order and results in better speedup in comparison to CPU. To demonstrate the performance, we used a high-end CPU, Intel Core 2 Due E6600 and a mid-end GPU, GeForce 8600GT and saw the speedup in about twenty times more than CPU.

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    APA: Copy

    NOURMOFIDI, V., PARSAEI, M., & MADADKAR SOBHANI, A.. (2008). PARALLEL SEARCHING ALGORITHM FOR SEQUENCES IN A DATABASE USING GRAPHICS PROCESSING UNIT. JOURNAL OF SCIENCE (UNIVERSITY OF TEHRAN) (JSUT), 34(3), 67-73. SID. https://sid.ir/paper/2271/en

    Vancouver: Copy

    NOURMOFIDI V., PARSAEI M., MADADKAR SOBHANI A.. PARALLEL SEARCHING ALGORITHM FOR SEQUENCES IN A DATABASE USING GRAPHICS PROCESSING UNIT. JOURNAL OF SCIENCE (UNIVERSITY OF TEHRAN) (JSUT)[Internet]. 2008;34(3):67-73. Available from: https://sid.ir/paper/2271/en

    IEEE: Copy

    V. NOURMOFIDI, M. PARSAEI, and A. MADADKAR SOBHANI, “PARALLEL SEARCHING ALGORITHM FOR SEQUENCES IN A DATABASE USING GRAPHICS PROCESSING UNIT,” JOURNAL OF SCIENCE (UNIVERSITY OF TEHRAN) (JSUT), vol. 34, no. 3, pp. 67–73, 2008, [Online]. Available: https://sid.ir/paper/2271/en

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