Exploring Sequence Alignment Algorithms on FPGA-based Heterogeneous Architectures

被引:0
作者
Chang, Xin [1 ]
Escobar, Fernando A. [1 ]
Valderrama, Carlos [1 ]
Robert, Vincent [2 ]
机构
[1] Univ Mons, Serv Elect & Microelect, B-7000 Mons, Belgium
[2] CBS KNAW Fungal Biodiversity Ctr, Utrecht, Netherlands
来源
PROCEEDINGS IWBBIO 2014: INTERNATIONAL WORK-CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1 AND 2 | 2014年
关键词
Sequence Alignment Algorithm; FPGA; Heterogeneous Architectures; Systolic Array; Parallel Computation; Hardware Acceleration;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
With the rapid development of DNA sequencer, the rate of data generation is rapidly outpacing the rate at which it can be computationally processed. Traditional sequence alignment based on PC cannot fulfill the increasing demand. Accelerating the algorithm using FPGA provides the better performance compared to the other platforms. This paper will explain and classify the current sequence alignment algorithms. In addition, we analyze the different types of sequence alignment algorithms and present the taxonomy of FPGA-based sequence alignment implementations. This work will conclude the current solutions and provide a reference to further accelerating sequence alignment on a FPGA-based heterogeneous architecture.
引用
收藏
页码:330 / 341
页数:12
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