用于DNA序列比对的可扩展的高通量管道架构

Surajeet Ghosh, S. Mandal, Sanchita Saha Ray
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引用次数: 8

摘要

本文提出了一种新的可扩展的DNA序列比对结构。流水线架构与专用回溯处理器已设计用于快速和复杂的DNA序列比对。此外,该架构不使用消耗巨大功率的CAM,而是有效地利用RAM来提高DNA序列实时比对的速度。该体系结构结合了用于矩阵填充操作的管道结构,以实现为多个序列准备替换矩阵的时间并行性,以及用于获得对齐序列的回溯处理器。此外,本文还采用专用、适度专用和共享逻辑组件三种基于时间并行性和特殊并行性的情况对该体系结构的处理时间进行了比较分析。完整的结构已经模拟了1000个数据库序列,考虑16和32核苷酸作为DNA序列的大小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A scalable high-throughput pipeline architecture for DNA sequence alignment
A novel scalable architecture for DNA sequence alignment has been presented in this paper. A pipelined architecture with a dedicated backtrack processor have been designed for fast and sophisticated DNA sequence alignment. Additionally, instead of using CAM which consumes huge power, this architecture efficiently uses RAM to boost the speed of DNA sequence alignment in real time. This architecture incorporates a pipeline structure for matrix fill operation to achieve temporal parallelism in preparing substitution matrix for a number of sequences and a backtrack processor to obtain aligned sequences. Besides, this paper presents a comparative analysis on the processing time of this architecture using three numerous cases based on temporal and special parallelism, namely, dedicated, moderately-dedicated and shared logic components. The complete architecture has been simulated for 1000 database sequences considering both 16 and 32 nucleotides as DNA sequence size.
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