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Fast exact sequence alignment using parallel computing

  • Jordan University of Science and Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

Bioinformatics is a growing field that attracts many researchers and continues to prove its value and significance. Since the early days of discovering genomic martial and using it to identify new life forms, sequence alignment applications have become important in enabling discoveries of important biological or medical benefits. Finding similarities, or even relations between sequences, is a demanding process that requires time and high cost. However, nowadays there are plenty of algorithms that are used to find similarity and/or differences between sequences. Many of these algorithms still suffer from performance issues, such as slow performance and poor scalability. Therefore, parallelization is widely used to address these issues. In this paper, we utilize a multi-threading parallelism technique coupled with a block alignment idea in order to improve the sequence alignment performance. The experiments show that the proposed implementation outperforms the sequential implementation by 4.9 times for sequences of lengths ranging between 1024 and 8192.

Original languageEnglish
Title of host publication2018 9th International Conference on Information and Communication Systems, ICICS 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages187-191
Number of pages5
ISBN (Electronic)9781538643662
DOIs
StatePublished - 4 May 2018
Externally publishedYes
Event9th International Conference on Information and Communication Systems, ICICS 2018 - Irbid, Jordan
Duration: 3 Apr 20185 Apr 2018

Publication series

Name2018 9th International Conference on Information and Communication Systems, ICICS 2018
Volume2018-January

Conference

Conference9th International Conference on Information and Communication Systems, ICICS 2018
Country/TerritoryJordan
CityIrbid
Period3/04/185/04/18

Keywords

  • Block Alignment
  • Dynamic Programming
  • Parallel Computing
  • Sequence Alignment

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