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
相关论文
共 50 条
  • [41] A Virtual Network Performance Optimization Strategy for Cloud-based Big Data Processing
    Pan Lulu
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ADVANCES IN MECHANICAL ENGINEERING AND INDUSTRIAL INFORMATICS, 2015, 15 : 1538 - 1541
  • [42] Cloud-based UAV Data Delivery over 4G Network
    Zhang, Yujie
    Yuan, Zhenhui
    2017 TENTH INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND UBIQUITOUS NETWORK (ICMU), 2017, : 63 - 64
  • [43] Towards efficient sharing of encrypted data in cloud-based mobile social network
    Sun, Xin
    Yao, Yiyang
    Xia, Yingjie
    Liu, Xuejiao
    Chen, Jian
    Wang, Zhiqiang
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2016, 10 (04): : 1892 - 1903
  • [44] A Novel Graph-Based Approach for the Management of Health Data on Cloud-Based WSANs
    Yacine Djemaiel
    Sarra Berrahal
    Noureddine Boudriga
    Journal of Grid Computing, 2018, 16 : 317 - 344
  • [45] A Novel Graph-Based Approach for the Management of Health Data on Cloud-Based WSANs
    Djemaiel, Yacine
    Berrahal, Sarra
    Boudriga, Noureddine
    JOURNAL OF GRID COMPUTING, 2018, 16 (02) : 317 - 344
  • [46] A Cloud-Based Neural Network Simulation Environment
    Schikuta, Erich
    Mann, Erwin
    ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT I, 2013, 7902 : 133 - 143
  • [47] Cloud-based Network Virtualization in IoT with OpenStack
    Benomar, Zakaria
    Longo, Francesco
    Merlino, Giovanni
    Puliafito, Antonio
    ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2022, 22 (01)
  • [48] A Cloud-based Artificial Immune Network for Optimization
    Li, Zhonghua
    Li, Jianming
    Guo, Dongliang
    Yang, Zhi
    2013 NINTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2013, : 628 - 633
  • [49] A Cloud-based Architecture for Home Network System
    Takatori, Satoshi
    Matsumoto, Shinsuke
    Saiki, Sachio
    Tokunaga, Seiki
    Lee, Junho
    Nakamura, Masahide
    2014 IEEE 6TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM), 2014, : 964 - 969
  • [50] COEL: A Cloud-Based Reaction Network Simulator
    Banda, Peter
    Teuscher, Christof
    FRONTIERS IN ROBOTICS AND AI, 2016, 3