采用BWT的多核并行的子串匹配算法
针对P-BWT精确匹配算法存在只支持短串查询并且只能工作在单处理器上的问题,提出了一个多核并行的支持任意查询长度的精确查询算法.改进了P-BWT索引上的查询过程,当一个查询串跨越了多个数据分片时,首先在其匹配的最后一个分片上查询,然后依次在前面分片上进行验证.进一步提出了一个多核并行查询算法来减少搜索和验证过程的迭代次数.实验结果表明,所述算法可以高效并行地完成子串匹配任务....
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| Published in | 东北大学学报（自然科学版） Vol. 37; no. 5; pp. 624 - 628 |
|---|---|
| Main Author | |
| Format | Journal Article |
| Language | Chinese |
| Published |
东北大学计算机科学与工程学院,辽宁 沈阳,110819
2016
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| Subjects | |
| Online Access | Get full text |
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| Abstract | 针对P-BWT精确匹配算法存在只支持短串查询并且只能工作在单处理器上的问题,提出了一个多核并行的支持任意查询长度的精确查询算法.改进了P-BWT索引上的查询过程,当一个查询串跨越了多个数据分片时,首先在其匹配的最后一个分片上查询,然后依次在前面分片上进行验证.进一步提出了一个多核并行查询算法来减少搜索和验证过程的迭代次数.实验结果表明,所述算法可以高效并行地完成子串匹配任务. |
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| AbstractList | TP311.13; 针对P-BWT精确匹配算法存在只支持短串查询并且只能工作在单处理器上的问题,提出了一个多核并行的支持任意查询长度的精确查询算法.改进了P-BWT索引上的查询过程,当一个查询串跨越了多个数据分片时,首先在其匹配的最后一个分片上查询,然后依次在前面分片上进行验证.进一步提出了一个多核并行查询算法来减少搜索和验证过程的迭代次数.实验结果表明,所述算法可以高效并行地完成子串匹配任务. 针对P-BWT精确匹配算法存在只支持短串查询并且只能工作在单处理器上的问题,提出了一个多核并行的支持任意查询长度的精确查询算法.改进了P-BWT索引上的查询过程,当一个查询串跨越了多个数据分片时,首先在其匹配的最后一个分片上查询,然后依次在前面分片上进行验证.进一步提出了一个多核并行查询算法来减少搜索和验证过程的迭代次数.实验结果表明,所述算法可以高效并行地完成子串匹配任务. |
| Author | 王佳英 王斌 李晓华 杨晓春 |
| AuthorAffiliation | 东北大学计算机科学与工程学院,辽宁沈阳110819 |
| AuthorAffiliation_xml | – name: 东北大学计算机科学与工程学院,辽宁 沈阳,110819 |
| Author_FL | YANG Xiao-chun WANG Jia-ying LI Xiao-hua WANG Bin |
| Author_FL_xml | – sequence: 1 fullname: WANG Jia-ying – sequence: 2 fullname: WANG Bin – sequence: 3 fullname: LI Xiao-hua – sequence: 4 fullname: YANG Xiao-chun |
| Author_xml | – sequence: 1 fullname: 王佳英 王斌 李晓华 杨晓春 |
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| ClassificationCodes | TP311.13 |
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| DOI | 10.3969/j.issn.1005-3026.2016.05.004 |
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| DocumentTitleAlternate | Multi-core Parallel Substring Matching Algorithm Using BWT |
| DocumentTitle_FL | Multi-core Parallel Substring Matching Algorithm Using BWT |
| EndPage | 628 |
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| Keywords | multi-core 多核 full text index parallel 精确匹配 exact matching BWT (Burrows-Wheeler transform) 并行 BWT 全文索引 |
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| Notes | In order to solve the problem that P-BWT （Burrows-Wheeler transform） could only support short queries, and work on a uniprocessor, a multi-core parallel exact matching algorithm was proposed which any query length could be supposed. Firstly, the search process on P-BWT index was modified. When a query spans multiple data fragments, it first searches on the last segment, then verifies on the other segments. Further, a parallel algorithm was proposed to reduce the iterations in the search and verify process. Finally, the experimental study show that using the proposed algorithm, the substring matching task could be accomplished efficiently in parallel manner. BWT （ Burrows-Wheeler transform） ; full text index; exact matching; parallel;multi-core 21-1344/T WANG Jia-ying, WANG Bin, LI Xiao-hua, YANG Xiao-chun （ School of Computer Science ＆ Engineering, Northeastern University, Shenyang 110819, China） |
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| PublicationTitle | 东北大学学报（自然科学版） |
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| SubjectTerms | BWT 全文索引 多核 并行 精确匹配 |
| Title | 采用BWT的多核并行的子串匹配算法 |
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