A Cloud-Based Data Network Approach for Translational Cancer Research

被引:0
|
作者
Xing, Wei [1 ]
Tsoumakos, Dimitrios [2 ]
Ghanem, Moustafa [3 ]
机构
[1] Univ Manchester, Canc Res UK Manchester Inst, Manchester M20 4BX, Lancs, England
[2] Natl Tech Univ Athens, Comp Syst Lab, GR-15773 Athens, Greece
[3] Middlesex Univ, Sch Sci & Technol, London NW4 4BT, England
关键词
D O I
10.1007/978-3-319-09012-2_16
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
We develop a new model and associated technology for constructing and managing self-organizing data to support translational cancer research studies. We employ a semantic content network approach to address the challenges of managing cancer research data. Such data is heterogeneous, large, decentralized, growing and continually being updated. Moreover, the data originates from different information sources that may be partially overlapping, creating redundancies as well as contradictions and inconsistencies. Building on the advantages of elasticity of cloud computing, we deploy the cancer data networks on top of the CELAR Cloud platform to enable more effective processing and analysis of Big cancer data.
引用
收藏
页码:229 / 238
页数:10
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