A Survey of Cloud-Based Service Computing Solutions for Mammalian Genomics

被引:7
|
作者
Church, Philip C. [1 ]
Goscinski, Andrzej M. [1 ]
机构
[1] Deakin Univ, Sch Informat Technol, Geelong, Vic 3220, Australia
关键词
Computer systems organization: general-emerging technologies; general literature: introductory and survey; software/software engineering: distributed programming; HPC APPLICATIONS; NORMALIZATION; ARCHITECTURE; NAMD;
D O I
10.1109/TSC.2014.2353645
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:726 / 740
页数:15
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