A network approach for managing and processing big cancer data in clouds

Xing, Wei, Jie, Wei ORCID: https://orcid.org/0000-0002-5392-0009, Tsoumakos, Dimitrios and Ghanem, Moustafa (2015) A network approach for managing and processing big cancer data in clouds. Journal of Cluster Computing, 18 (3). pp. 1285-1294. ISSN 1386-7857

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Translational cancer research requires integrative analysis of multiple levels of big cancer data to identify and treat cancer. In order to address the issues that data is decentralised, growing and continually being updated, and the content living or archiving on different information sources partially overlaps creating redundancies as well as contradictions and inconsistencies, we develop a data network model and technology for constructing and managing big cancer data. To support our data network approach for data process and analysis, we employ a semantic content network approach and adopt the CELAR cloud platform. The prototype implementation shows that the CELAR cloud can satisfy the on-demanding needs of various data resources for management and process of big cancer data.

Item Type: Article
Identifier: 10.1007/s10586-015-0456-6
Additional Information: © Springer Verlag 2015. The final publication is available at Springer via https://doi.org/10.1007/s10586-015-0456-6
Keywords: Big data, Data network, Cloud computing
Subjects: Computing
Depositing User: WEI JIE
Date Deposited: 07 Mar 2016 12:13
Last Modified: 06 Feb 2024 15:43
URI: https://repository.uwl.ac.uk/id/eprint/1730


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