An Adapter Architecture for Heterogeneous Data Processing in Bioinformatics Pipelines

Damitha Lenadora, Anuradha Wickramarachchi, Dulani Meedeniya, Vijini Mallawaarachchi, Indika Perera

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

2 Citations (Scopus)

Abstract

Bioinformatics is a growing field focused on both the domains of computer science and biology. A range of bioinformatics data processing tools exists at present, which takes inputs and produces outputs in varying formats depending on the algorithms and processes being used. The undesirable situation where such processes would produce outputs that may not allow the pipelining of other processes, calls for a generic bioinformatics data format converter. Though such converters currently exist, most of them are limited to text conversions and provide limited functionality. In addition, such functions have the potential capability of supporting parallelism to increase the overall throughput. A solution that can provide the said conversion functions as well as utility functions, while processing with a high throughput via parallelism is proposed through this paper. A utility function of this system requires storing bioinformatics data locally. In addition to facilitating this, an average reduction of size by 40% is achieved in data storage. Evaluation of the system using a set of 7,000,000 gene data showed the maximum time consumption for retrieval as 400ms.

Original languageEnglish
Title of host publication2019 Moratuwa Engineering Research Conference (MERCon)
Place of PublicationNew Jersey, U.S.A.
PublisherInstitute of Electrical and Electronics Engineers
Pages692-697
Number of pages6
ISBN (Electronic)978-1-7281-3632-5, 978-1-7281-3633-2, 978-1-7281-3630-1
ISBN (Print)978-1-7281-3631-8
DOIs
Publication statusPublished - 2019
Externally publishedYes
Event5th International Multidisciplinary Moratuwa Engineering Research Conference, MERCon 2019 - Katubedda, Sri Lanka
Duration: 3 Jul 20195 Jul 2019

Conference

Conference5th International Multidisciplinary Moratuwa Engineering Research Conference, MERCon 2019
Country/TerritorySri Lanka
CityKatubedda
Period3/07/195/07/19

Keywords

  • adapter architecture
  • Bioinformatics
  • data format conversion
  • pipelines

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