DocumentCode
67713
Title
A Survey of Cloud-Based Service Computing Solutions for Mammalian Genomics
Author
Church, Philip C. ; Goscinski, Andrzej M.
Author_Institution
Sch. of Inf. Technol., Deakin Univ., Geelong, VIC, Australia
Volume
7
Issue
4
fYear
2014
fDate
Oct.-Dec. 1 2014
Firstpage
726
Lastpage
740
Abstract
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.
Keywords
biology computing; cloud computing; genomics; parallel processing; HPC clouds; SaaS clouds; cloud-based service computing solutions; computational resources; distributed computing systems; high performance computing application; mammalian genomics; software as a service clouds; Bioinformatics; Cloud computing; Genomics; Software as a service; Computer systems organization: general-emerging technologies; general literature: introductory and survey; software/software engineering: distributed programming;
fLanguage
English
Journal_Title
Services Computing, IEEE Transactions on
Publisher
ieee
ISSN
1939-1374
Type
jour
DOI
10.1109/TSC.2014.2353645
Filename
6898032
Link To Document