近似回文搜索的硬件加速

Tomáš Martínek, M. Lexa
{"title":"近似回文搜索的硬件加速","authors":"Tomáš Martínek, M. Lexa","doi":"10.1109/FPT.2008.4762367","DOIUrl":null,"url":null,"abstract":"Understanding the structure and function of DNA sequences represents an important area of research in modern biology. Unfortunately, analysis of such data is often complicated by the presence of mutations introduced by evolutionary processes. They increase the time-complexity of algorithms for sequence analysis by introducing an element of uncertainty, complicating their practical usage. One class of such algorithms has been designed to search for palindromes with possible errors-approximate palindromes. The best state-of-the-art methods implemented in software show time-complexity between linear and quadratic, depending on required input parameters. This paper investigates the possibilities for hardware acceleration of approximate palindrome searching and describes a parametrized architecture suitable for chips with FPGA technology. A prototype of the proposed architecture was implemented in VHDL language and synthesized for virtex technology. Application on test sequences shows that the circuit is able to speed up palindrome searching by up to 8000times in comparison with the best-known software method relying on suffix arrays.","PeriodicalId":320925,"journal":{"name":"2008 International Conference on Field-Programmable Technology","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Hardware acceleration of approximate palindromes searching\",\"authors\":\"Tomáš Martínek, M. Lexa\",\"doi\":\"10.1109/FPT.2008.4762367\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Understanding the structure and function of DNA sequences represents an important area of research in modern biology. Unfortunately, analysis of such data is often complicated by the presence of mutations introduced by evolutionary processes. They increase the time-complexity of algorithms for sequence analysis by introducing an element of uncertainty, complicating their practical usage. One class of such algorithms has been designed to search for palindromes with possible errors-approximate palindromes. The best state-of-the-art methods implemented in software show time-complexity between linear and quadratic, depending on required input parameters. This paper investigates the possibilities for hardware acceleration of approximate palindrome searching and describes a parametrized architecture suitable for chips with FPGA technology. A prototype of the proposed architecture was implemented in VHDL language and synthesized for virtex technology. Application on test sequences shows that the circuit is able to speed up palindrome searching by up to 8000times in comparison with the best-known software method relying on suffix arrays.\",\"PeriodicalId\":320925,\"journal\":{\"name\":\"2008 International Conference on Field-Programmable Technology\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 International Conference on Field-Programmable Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/FPT.2008.4762367\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 International Conference on Field-Programmable Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/FPT.2008.4762367","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

了解DNA序列的结构和功能是现代生物学研究的一个重要领域。不幸的是,对这些数据的分析往往因进化过程中引入的突变而变得复杂。它们通过引入不确定性元素增加了序列分析算法的时间复杂度,使其实际应用复杂化。一类这样的算法被设计用来搜索有可能错误的回文——近似回文。在软件中实现的最先进的方法显示出线性和二次之间的时间复杂度,这取决于所需的输入参数。本文研究了近似回文搜索硬件加速的可能性,并描述了一种适用于FPGA技术芯片的参数化架构。用VHDL语言实现了该体系结构的原型,并针对virtex技术进行了综合。在测试序列上的应用表明,与依赖后缀数组的最著名的软件方法相比,该电路能够将回文搜索速度提高高达8000倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hardware acceleration of approximate palindromes searching
Understanding the structure and function of DNA sequences represents an important area of research in modern biology. Unfortunately, analysis of such data is often complicated by the presence of mutations introduced by evolutionary processes. They increase the time-complexity of algorithms for sequence analysis by introducing an element of uncertainty, complicating their practical usage. One class of such algorithms has been designed to search for palindromes with possible errors-approximate palindromes. The best state-of-the-art methods implemented in software show time-complexity between linear and quadratic, depending on required input parameters. This paper investigates the possibilities for hardware acceleration of approximate palindrome searching and describes a parametrized architecture suitable for chips with FPGA technology. A prototype of the proposed architecture was implemented in VHDL language and synthesized for virtex technology. Application on test sequences shows that the circuit is able to speed up palindrome searching by up to 8000times in comparison with the best-known software method relying on suffix arrays.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信