A space-efficient alphabet-independent Four-Russians' lookup table and a multithreaded Four-Russians' edit distance algorithm
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Youngho | - |
dc.contributor.author | Na, Joong Chae | - |
dc.contributor.author | Park, Heejin | - |
dc.contributor.author | Sim, Jeong Seop | - |
dc.date.accessioned | 2022-07-15T02:47:22Z | - |
dc.date.available | 2022-07-15T02:47:22Z | - |
dc.date.created | 2021-05-12 | - |
dc.date.issued | 2016-12 | - |
dc.identifier.issn | 0304-3975 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/153478 | - |
dc.description.abstract | Given two strings X (|X| = m) and Y (|Y| = n) over an alphabet Sigma, the edit distance between X and Y can be computed in 0 (mn/t) time with the help of the Four Russians' lookup table whose block size is t. The Four-Russians' lookup table can be constructed in O ((3|Sigma|)(2t)t(2)) time using O((3|Sigma|(2t)t) space. However, the construction time and space requirement of the lookup table grow very fast as the alphabet size increases and thus it has been used only when |Sigma| is very small. For example, when a string is a protein sequence, |Sigma| = 20 and thus it is almost impossible to use the Four-Russians' lookup table on typical workstations. In this paper, we present an efficient alphabet-independent Four-Russians' lookup table. It requires O (3(2t)(2t)!t) space and can be constructed in O (3(2t)(2t)!t(2)) time. Thus, the Four-Russians' lookup table can be constructed and used irrespective of the alphabet size. The time and space complexity were achieved by compacting the lookup table using a clever encoding of the preprocessed strings. Experimental results show that the space requirement of the lookup table is reduced to about 1/5,172,030 of its original size when |Sigma| = 26 and t = 4. Furthermore, we present efficient multithreaded parallel algorithms for edit distance computation using the Four Russians' lookup table. The parallel algorithm for lookup table construction runs in O(t) time and the parallel algorithm for edit distance computation between X and Y runs in O (m + n) time. Experiments performed on CUDA-supported GPU show that our algorithm runs about 942 times faster than the sequential version of the original Four-Russians' algorithm for 100 pairs of random strings of length approximately 1,000 when |Sigma| = 4 and t = 4. | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | ELSEVIER | - |
dc.title | A space-efficient alphabet-independent Four-Russians' lookup table and a multithreaded Four-Russians' edit distance algorithm | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Park, Heejin | - |
dc.identifier.doi | 10.1016/j.tcs.2016.04.028 | - |
dc.identifier.scopusid | 2-s2.0-84965130966 | - |
dc.identifier.wosid | 000390971000007 | - |
dc.identifier.bibliographicCitation | THEORETICAL COMPUTER SCIENCE, v.656, pp.173 - 179 | - |
dc.relation.isPartOf | THEORETICAL COMPUTER SCIENCE | - |
dc.citation.title | THEORETICAL COMPUTER SCIENCE | - |
dc.citation.volume | 656 | - |
dc.citation.startPage | 173 | - |
dc.citation.endPage | 179 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Theory & Methods | - |
dc.subject.keywordPlus | Approximate string matching | - |
dc.subject.keywordPlus | Construction time | - |
dc.subject.keywordPlus | Edit distance | - |
dc.subject.keywordPlus | Parallelizations | - |
dc.subject.keywordPlus | Protein sequences | - |
dc.subject.keywordPlus | Space efficient | - |
dc.subject.keywordPlus | Space requirements | - |
dc.subject.keywordPlus | Time and space complexity | - |
dc.subject.keywordAuthor | Approximate string matching | - |
dc.subject.keywordAuthor | Edit distance | - |
dc.subject.keywordAuthor | Four-Russians&apos | - |
dc.subject.keywordAuthor | algorithm | - |
dc.subject.keywordAuthor | Parallelization | - |
dc.identifier.url | https://www.sciencedirect.com/science/article/pii/S0304397516300676?via%3Dihub | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
222, Wangsimni-ro, Seongdong-gu, Seoul, 04763, Korea+82-2-2220-1365
COPYRIGHT © 2021 HANYANG UNIVERSITY.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.