Title
A network approach for managing and processing big cancer data in clouds
Abstract
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.
Year
DOI
Venue
2015
10.1007/s10586-015-0456-6
Cluster Computing
Keywords
Field
DocType
Big data,Data network,Cloud computing
Data science,World Wide Web,Data processing,Data resources,Computer science,Big data,Cloud computing
Journal
Volume
Issue
ISSN
18
3
1386-7857
Citations 
PageRank 
References 
4
0.45
14
Authors
4
Name
Order
Citations
PageRank
Wei Xing16416.54
Wei Jie27112.25
Dimitrios Tsoumakos358144.06
Moustafa Ghanem453853.05