• 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