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


Autoria(s): Church,PC; Goscinski,AM
Data(s)

01/10/2014

Resumo

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.

Identificador

http://hdl.handle.net/10536/DRO/DU:30070438

Idioma(s)

eng

Publicador

IEEE

Relação

http://dro.deakin.edu.au/eserv/DU:30070438/church-asurveyofcloud-2014.pdf

http://www.dx.doi.org/10.1109/TSC.2014.2353645

Direitos

2014, Institute of Electrical and Electronics Engineers

Palavras-Chave #Computer systems organization: general-emerging technologies #General literature: introductory and survey #Software/software engineering: distributed programming #Science & Technology #Technology #Computer Science, Information Systems #Computer Science, Software Engineering #Computer Science #HPC APPLICATIONS #NORMALIZATION #ARCHITECTURE #NAMD
Tipo

Journal Article