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A survey of cloud-based service computing solutions for mammalian genomics

Version 2 2024-06-03, 11:07
Version 1 2015-03-10, 12:41
journal contribution
posted on 2014-10-01, 00:00 authored by Philip Church, Andrzej GoscinskiAndrzej Goscinski
Cloud-based service computing has started to change the way how research in science, in particular biology, medicine, and engineering, is being carried out. Researchers in the area of mammalian genomics have taken advantage of cloud computing technology to cost-effectively process large amounts of data and speed up discovery. Mammalian genomics is limited by the cost and complexity of analysis, which require large amounts of computational resources to analyse huge amount of data and biology specialists to interpret results. On the other hand the application of this technology requires computing knowledge, in particular programming and operations management skills to develop high performance computing (HPC) applications and deploy them on HPC clouds. We carried out a survey of cloud-based service computing solutions, as the most recent and promising instantiations of distributed computing systems, in the context their use in research of mammalian genomic analysis. We describe our most recent research and development effort which focuses on building Software as a Service (SaaS) clouds to simplify the use of HPC clouds for carrying out mammalian genomic analysis.

History

Journal

IEEE Transactions on Services Computing

Volume

7

Issue

4

Pagination

726 - 740

Publisher

IEEE

Location

Piscataway, N.J.

ISSN

1939-1374

Language

eng

Publication classification

C Journal article; C1 Refereed article in a scholarly journal

Copyright notice

2014, Institute of Electrical and Electronics Engineers